{"metadata":{"kaggle":{"accelerator":"gpu","dataSources":[{"sourceId":77565,"databundleVersionId":8486565,"sourceType":"competition"}],"dockerImageVersionId":30699,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":true},"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.10.13"},"papermill":{"default_parameters":{},"duration":1735.018911,"end_time":"2024-05-14T06:46:59.448118","environment_variables":{},"exception":null,"input_path":"__notebook__.ipynb","output_path":"__notebook__.ipynb","parameters":{},"start_time":"2024-05-14T06:18:04.429207","version":"2.5.0"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"## 본 텀 프로젝트는 전체적인 흐름 파악이 매우 중요합니다.\n## 따라서 Overview와 스켈레톤 코드를 처음부터 끝까지 살펴보고 구현을 시작하시길 바랍니다.\n### \n### (스켈레톤 코드를 Edit My Copy 버튼을 통해 사용하세요)\n### 함수를 실행하는 부분은 스켈레톤 코드로 제공됩니다.\n### 함수 선언부에 비어있는 Empty Module을 overview 설명과, 스켈레톤 코드의 설명을 참고하여 채우시면 됩니다.","metadata":{"papermill":{"duration":0.022862,"end_time":"2024-05-14T06:18:07.243959","exception":false,"start_time":"2024-05-14T06:18:07.221097","status":"completed"},"tags":[]}},{"cell_type":"markdown","source":"## GPU 활성화!\n* **K-Means GPU 사용을 위해서 Accelerator를 GPU로 설정해야 합니다.**\n* **아래 그림을 참고하여 노트북 실행 전 우측 Notebook options에서 GPU P100으로 설정해주세요.**","metadata":{"papermill":{"duration":0.021152,"end_time":"2024-05-14T06:18:07.286783","exception":false,"start_time":"2024-05-14T06:18:07.265631","status":"completed"},"tags":[]}},{"cell_type":"markdown","source":"![image.png](attachment:eea3f964-d60d-4cee-ada3-86b6041722eb.png)","metadata":{"papermill":{"duration":0.021246,"end_time":"2024-05-14T06:18:07.329740","exception":false,"start_time":"2024-05-14T06:18:07.308494","status":"completed"},"tags":[]},"attachments":{"eea3f964-d60d-4cee-ada3-86b6041722eb.png":{"image/png":"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**0. 필요 라이브러리 설치 및 불러오기**","metadata":{"papermill":{"duration":0.021873,"end_time":"2024-05-14T06:18:07.373077","exception":false,"start_time":"2024-05-14T06:18:07.351204","status":"completed"},"tags":[]}},{"cell_type":"code","source":"# This Python 3 environment comes with many helpful analytics libraries installed\n# It is defined by the kaggle/python Docker image: https://github.com/kaggle/docker-python\n# For example, here's several helpful packages to load\n\nimport numpy as np # linear algebra\nimport pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\n\n# Input data files are available in the read-only \"../input/\" directory\n# For example, running this (by clicking run or pressing Shift+Enter) will list all files under the input directory\n\nimport os\nfor dirname, _, filenames in os.walk('/kaggle/input'):\n    for filename in filenames:\n        # print(os.path.join(dirname, filename))\n        pass\n\n# You can write up to 20GB to the current directory (/kaggle/working/) that gets preserved as output when you create a version using \"Save & Run All\" \n# You can also write temporary files to /kaggle/temp/, but they won't be saved outside of the current session","metadata":{"_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","papermill":{"duration":3.498961,"end_time":"2024-05-14T06:18:10.893243","exception":false,"start_time":"2024-05-14T06:18:07.394282","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"#K-Means clustering,GPU 실행을 위한 라이브러리 설치\n\n!pip install faiss-gpu","metadata":{"papermill":{"duration":16.003305,"end_time":"2024-05-14T06:18:26.919121","exception":false,"start_time":"2024-05-14T06:18:10.915816","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"#구현에 필요한 라이브러리 import\n\nimport cv2\nimport scipy.cluster.vq as vq\nimport faiss\nfrom sklearn import svm\nfrom tqdm import tqdm","metadata":{"papermill":{"duration":1.519359,"end_time":"2024-05-14T06:18:28.462803","exception":false,"start_time":"2024-05-14T06:18:26.943444","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"#랜덤시드 고정\n\nimport random\nimport os\nseed = 42\nrandom.seed(seed)\nnp.random.seed(seed)\nos.environ[\"PYTHONHASHSEED\"] = str(seed)","metadata":{"papermill":{"duration":0.031201,"end_time":"2024-05-14T06:18:28.518060","exception":false,"start_time":"2024-05-14T06:18:28.486859","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"---------------------------\n# **1. 데이터셋 불러오기**\n## **[Empty Module #1] load_dataset**\n* **csv 파일로 구성된 2D 이미지 데이터를 numpy 형태로 가져오기**","metadata":{"papermill":{"duration":0.023013,"end_time":"2024-05-14T06:18:28.564509","exception":false,"start_time":"2024-05-14T06:18:28.541496","status":"completed"},"tags":[]}},{"cell_type":"code","source":"# -------------------------------------\n# [Empty Module #1] 학습데이터, 평가데이터 불러오기 \n# -------------------------------------\n\n\n# -------------------------------------\n# load_dataset(path, split): <= 코드를 추가하여 학습데이터를 불러오는 코드를 완성하세요\n# -------------------------------------\n# 목적: 학습데이터 불러오기\n# 입력인자: path - 데이터 경로, split - train인지 test인지 여부\n# 출력인자: split=\"TRAIN\"일 경우 : train_images - 학습데이터(2D img), 학습라벨(ex. Faces, airplanes,,,,)\n#          split=\"TEST\"일 경우 : test_images - 평가데이터(2D img)\n# -------------------------------------\n\n\n\ndef load_dataset(path, split):\n    \n    if split == 'TRAIN':\n        train_images = []\n        train_labels = []\n        classes = os.listdir(path)\n        \n        for cls_ in tqdm(classes):\n            cls_images = os.listdir(os.path.join(path, cls_))\n            \n            for cls_img in cls_images:\n                # ------------------------------------------------------------\n                # 구현 가이드라인  (1)\n                # ------------------------------------------------------------\n                # 경로의 이미지를 읽어와서 numpy 형태로 변경 후\n                # 1D 데이터를 2D 형태인 RGB 데이터(256,256,3)로 변환하고\n                # uint64로 제공된 데이터를 astype를 사용하여 uint8로 변경\n                # ------------------------------------------------------------\n                # 구현 가이드라인을 참고하여 아래쪽에 코드를 추가하라\n                \n\n                \n                \n                \n                # ------------------------------------------------------------\n        return np.array(train_images), np.array(train_labels) # (3060, 256, 256, 3), (3060)\n    \n    \n    elif split == 'TEST':\n        img_name = sorted(os.listdir(path))\n        test_images = []\n        for img in tqdm(img_name):\n            # ------------------------------------------------------------\n            # 구현 가이드라인\n            # ------------------------------------------------------------\n            # 경로의 이미지를 읽어와서 numpy 형태로 변경 후\n            # 1D 데이터를 2D 형태인 RGB 데이터(256,256,3)로 변환하고\n            # uint64로 제공된 데이터를 astype를 사용하여 uint8로 변경\n            # ------------------------------------------------------------\n            # 구현 가이드라인을 참고하여 아래쪽에 코드를 추가하라\n            \n\n            \n            \n            # ------------------------------------------------------------\n        return np.array(test_images) # (1712, 256, 256, 3)","metadata":{"papermill":{"duration":0.037163,"end_time":"2024-05-14T06:18:28.624768","exception":false,"start_time":"2024-05-14T06:18:28.587605","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"#경로 설정\n\ntrain_path = os.path.join('/kaggle/input/2024-ml-project2/train_csv_v2')\ntest_path = os.path.join('/kaggle/input/2024-ml-project2/test_csv_v2')\nlabel_path = os.path.join('/kaggle/input/2024-ml-project2/Label2Names.csv')","metadata":{"papermill":{"duration":0.030693,"end_time":"2024-05-14T06:18:28.679303","exception":false,"start_time":"2024-05-14T06:18:28.648610","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"#train, test에 대해 load_dataset 함수 실행\n\ntrain_images, train_labels_ = load_dataset(train_path, 'TRAIN')\ntest_images = load_dataset(test_path, 'TEST')","metadata":{"papermill":{"duration":148.528226,"end_time":"2024-05-14T06:20:57.231339","exception":false,"start_time":"2024-05-14T06:18:28.703113","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"## **label_to_index**\n* **클래스 명을 범주형 라벨로 변환하는 함수**\n * **(예) \"crocodile_head\" -> 30**\n * **\"BACKGRAOUND_Google\"은 Label2Names.csv 안에 없으며, 102로 매핑해서 사용 할 예정**","metadata":{"papermill":{"duration":0.064015,"end_time":"2024-05-14T06:20:57.361978","exception":false,"start_time":"2024-05-14T06:20:57.297963","status":"completed"},"tags":[]}},{"cell_type":"code","source":"def label_to_index(train_labels_, label_path):\n    \n    label_name = pd.read_csv(label_path, header = None) \n    label_map = dict()\n\n    for i in range(len(label_name)):\n        label_map[label_name[1][i]] = i+1\n        \n    label_map['BACKGROUND_Google'] = 102\n\n    train_labels = [label_map[train_labels_[i]] for i in range(len(train_labels_))]\n    \n    return train_labels","metadata":{"papermill":{"duration":0.073994,"end_time":"2024-05-14T06:20:57.500336","exception":false,"start_time":"2024-05-14T06:20:57.426342","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"#분류기 학습에 사용할 label 정보 미리 추출하기\n\ntrain_labels = label_to_index(train_labels_, label_path)","metadata":{"papermill":{"duration":0.085026,"end_time":"2024-05-14T06:20:57.692265","exception":false,"start_time":"2024-05-14T06:20:57.607239","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"__________________________________________","metadata":{"papermill":{"duration":0.064177,"end_time":"2024-05-14T06:20:57.821435","exception":false,"start_time":"2024-05-14T06:20:57.757258","status":"completed"},"tags":[]}},{"cell_type":"markdown","source":"##  **+ numpy 형태로 불러온 Caltech 101 데이터셋 그림으로 살펴보기**\n**(index를 바꿔가면서 데이터셋의 구성을 살펴보세요)**","metadata":{"papermill":{"duration":0.064471,"end_time":"2024-05-14T06:20:57.950528","exception":false,"start_time":"2024-05-14T06:20:57.886057","status":"completed"},"tags":[]}},{"cell_type":"code","source":"from matplotlib import pyplot as plt\n\nfig = plt.figure()\nrows = 1\ncols = 3\n\nimg1 = train_images[7]\nimg1 = cv2.cvtColor(img1, cv2.COLOR_RGB2BGR)\n\nimg2 = train_images[77]\nimg2 = cv2.cvtColor(img2, cv2.COLOR_RGB2BGR)\n\nimg3 = train_images[777]\nimg3 = cv2.cvtColor(img3, cv2.COLOR_RGB2BGR)\n\nax1 = fig.add_subplot(rows, cols, 1)\nax1.imshow(img1)\nax1.set_title(train_labels_[7])\nax1.axis(\"off\")\n \nax2 = fig.add_subplot(rows, cols, 2)\nax2.imshow(img2)\nax2.set_title(train_labels_[77])\nax2.axis(\"off\")\n \nax2 = fig.add_subplot(rows, cols, 3)\nax2.imshow(img3)\nax2.set_title(train_labels_[777])\nax2.axis(\"off\")\n \nplt.show()","metadata":{"papermill":{"duration":0.411544,"end_time":"2024-05-14T06:20:58.426531","exception":false,"start_time":"2024-05-14T06:20:58.014987","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"---------------------------\n# **2. 특징점, 기술자 추출하기**\n## **[Empty Module #2] extract_descriptor**\n* **아래 모듈 'else' 블럭의 일반 SIFT 코드를 참고해서, 'if isDense is True' 블럭 채우기**\n* **SIFT의 detect 함수와 compute 함수를 활용한다.**\n* **SIFT의 detect 함수는 특징점 위치를 추출하는 함수이고, compute 함수는 특징점 위치에서 주변 정보를 기술하는 기술자를 추출하는 함수이다.**\n* **(힌트 : DenseSIFT의 경우는 이미지 내 모든 영역에 Dense하게 특징점이 존재한다고 가정하는 방법론이므로 step_size = 8 로 설정하여 이미지 내에 특징점을 먼저 설정한 후 sift compute를 진행하기)**\n* **(라이브러리 라이선스 이슈 때문에 cv2.xfeatures2d.SIFT_create() 말고 cv2.SIFT_create() 사용할 것)**\n* **[documentation](https://docs.opencv.org/4.x/da/df5/tutorial_py_sift_intro.html) 참고**","metadata":{"papermill":{"duration":0.066486,"end_time":"2024-05-14T06:20:58.560708","exception":false,"start_time":"2024-05-14T06:20:58.494222","status":"completed"},"tags":[]}},{"cell_type":"markdown","source":"![image.png](attachment:5b08d037-a991-4dd4-ade9-343e60d1a1fd.png)","metadata":{"papermill":{"duration":0.066141,"end_time":"2024-05-14T06:20:58.694201","exception":false,"start_time":"2024-05-14T06:20:58.628060","status":"completed"},"tags":[]},"attachments":{"5b08d037-a991-4dd4-ade9-343e60d1a1fd.png":{"image/png":"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"}}},{"cell_type":"code","source":"isDense = True\n# True : DenseSIFT,  False : 일반 SIFT","metadata":{"papermill":{"duration":0.076216,"end_time":"2024-05-14T06:20:58.838679","exception":false,"start_time":"2024-05-14T06:20:58.762463","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# -------------------------------------\n# [Empty Module #2] 특징점 추출하기\n# -------------------------------------\n\n\n# -------------------------------------\n# extract_descriptor(img, isDense = False):\n# -------------------------------------\n# 목적: 이미지 내에서 특징점(feature point)을 추출(detect)하고 기술(describe)하기\n# 입력인자: img - numpy형태 이미지, isDense - DenseSIFT인지 아닌지 여부\n# 출력인자: des - 이미지의 특징점에서 기술된 기술자(descriptor)\n# -------------------------------------\n\n\ndef extract_descriptor(img, isDense = False):\n    \n    sift = cv2.SIFT_create()\n    \n    if isDense is True: # DenseSIFT 추출\n        \n        step_size = 8\n        \n        # ------------------------------------------------------------\n        # 구현 가이드라인\n        # ------------------------------------------------------------\n        # cv2.KeyPoint 함수를 사용해 step_size=8 만큼의 dense한 특징점 설정\n           # -(kp는 cv2.Keypoint 객체들을 담는 list로 세팅)\n           # -(256x256의 이미지 사이즈에서 step_size=8일 경우 32x32=1024개의 특징점 생성. 따라서 len(kp)=1024)\n        # cv2.cvtColor 함수를 사용해 이미지를 gray 형태로 변형 (SIFT 추출을 위해)\n        # 미리 설정한 특징점으로 부터 SIFT 기술자(descriptor) 추출\n        # ------------------------------------------------------------\n        # 구현 가이드라인을 참고하여 아래쪽에 코드를 추가하라\n        \n\n        \n        \n        \n        # ------------------------------------------------------------\n    \n    else: # 일반 SIFT 추출\n        gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\n        _, des = sift.detectAndCompute(gray, None)\n        \n    return des","metadata":{"papermill":{"duration":0.078477,"end_time":"2024-05-14T06:20:58.984546","exception":false,"start_time":"2024-05-14T06:20:58.906069","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Codebook 생성을 위해 학습 이미지 전체에서 기술자 추출하기\n\ntrain_descriptors = [extract_descriptor(train_img, isDense = isDense) for train_img in tqdm(train_images)]\ntrain_descriptors = np.array(train_descriptors, dtype=\"object\")","metadata":{"papermill":{"duration":135.138779,"end_time":"2024-05-14T06:23:14.189932","exception":false,"start_time":"2024-05-14T06:20:59.051153","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"---------------------------\n# **3. Codebook 생성**\n* **추출한 SIFT (or DenseSIFT)의 기술자(descriptor)를 사용해서 Codebook 생성**\n* **위에서 구한 train_descriptors는 모든 학습 이미지에서 특징점(visual word)를 구한 것이다.**\n* **수 많은 특징점(visual word) 중 K-Means clustering을 통해 대표가 되는 특징점(codeword)들을 선정하고 이들을 묶어서 codebook을 만들어야 한다.**\n* **특징점(codeword)의 수는 baseline에서 모두 200으로 세팅**","metadata":{"papermill":{"duration":0.14473,"end_time":"2024-05-14T06:23:14.479189","exception":false,"start_time":"2024-05-14T06:23:14.334459","status":"completed"},"tags":[]}},{"cell_type":"markdown","source":"![image.png](attachment:572d052f-bed3-484b-a720-29b3f9df27f5.png)","metadata":{"papermill":{"duration":0.143815,"end_time":"2024-05-14T06:23:14.766120","exception":false,"start_time":"2024-05-14T06:23:14.622305","status":"completed"},"tags":[]},"attachments":{"572d052f-bed3-484b-a720-29b3f9df27f5.png":{"image/png":"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"}}},{"cell_type":"code","source":"n_codeword = 200","metadata":{"papermill":{"duration":0.151052,"end_time":"2024-05-14T06:23:15.063013","exception":false,"start_time":"2024-05-14T06:23:14.911961","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def build_codebook_GPU(X,voc_size, isDense = True):\n    \n    if isDense:\n        feature=np.array(X).reshape(-1,128).astype('float32')\n    else: \n        feature = np.empty((0,128))\n        for x in tqdm(X):\n            feature = np.append(feature, x, axis=0)\n        feature = feature.reshape(-1,128).astype('float32')\n        \n    d=feature.shape[1]\n    k=voc_size\n    clus = faiss.Clustering(d, k)\n    clus.niter = 300\n    clus.seed =8\n    clus.max_points_per_centroid = 10000000\n    ngpu=1\n    res = [faiss.StandardGpuResources() for i in tqdm(range(ngpu))]\n    flat_config = []\n    for i in tqdm(range(ngpu)):\n        cfg = faiss.GpuIndexFlatConfig()\n        cfg.useFloat16 = False\n        cfg.device = i\n        flat_config.append(cfg)\n    if ngpu == 1:\n        index = faiss.GpuIndexFlatL2(res[0], d, flat_config[0])\n    clus.train(feature, index)\n    centroids = faiss.vector_float_to_array(clus.centroids)\n    centroids=centroids.reshape(k, d)\n    \n    return centroids ","metadata":{"papermill":{"duration":0.158313,"end_time":"2024-05-14T06:23:15.365649","exception":false,"start_time":"2024-05-14T06:23:15.207336","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"#codeword들이 모인 codebook 구하기\ncodebook = build_codebook_GPU(train_descriptors, n_codeword, isDense)","metadata":{"papermill":{"duration":195.18444,"end_time":"2024-05-14T06:26:30.694145","exception":false,"start_time":"2024-05-14T06:23:15.509705","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"---------------------------\n# **4. BOVW, VLAD vector 생성**\n## **[Empty Module #3] BOVW**\n* **생성해둔 codebook(kmeans clustrer center) 와 특징점(visual word)을 비교하여 histogram을 구하는 작업 진행**\n* **scipy.cluster.vq를 사용해 각 특징점(visual word)과 유사한 codebook의 Index를 반환 받아 사용**\n * ([메뉴얼](https://docs.scipy.org/doc/scipy/reference/generated/scipy.cluster.vq.vq.html) 참고)\n* **vq를 이용해 얻은 Index를 np.histogram 을 사용해 histogram을 구한다**\n * **np.histogram 사용 시 bin의 range를 (0, n_codeword+1)로 설정**\n * ([메뉴얼](https://numpy.org/doc/stable/reference/generated/numpy.histogram.html) 참고)","metadata":{"papermill":{"duration":0.145932,"end_time":"2024-05-14T06:26:30.992552","exception":false,"start_time":"2024-05-14T06:26:30.846620","status":"completed"},"tags":[]}},{"cell_type":"markdown","source":"![image.png](attachment:6435c099-22c2-4398-a8eb-1c1486777342.png)","metadata":{"papermill":{"duration":0.143053,"end_time":"2024-05-14T06:26:31.280131","exception":false,"start_time":"2024-05-14T06:26:31.137078","status":"completed"},"tags":[]},"attachments":{"6435c099-22c2-4398-a8eb-1c1486777342.png":{"image/png":"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"}}},{"cell_type":"markdown","source":"## **[Empty Module #4] VLAD**\n* **BOVW에서는 각 특징점(visual word)와 유사한 codebook의 Index를 사용했다면,**\n* **VLAD 에서는 각 특징점(visual word)을 codebook내 대표 특징점(codeword) 중 가장 유사한 것과 벡터 차이를 계산한 후, 동일한 대표 특징점(codeword)에 할당된 특징점(visual word)의 벡터 차이 값을 모두 더해주는 방식으로 VLAD feature를 기술**","metadata":{"papermill":{"duration":0.145694,"end_time":"2024-05-14T06:26:31.571805","exception":false,"start_time":"2024-05-14T06:26:31.426111","status":"completed"},"tags":[]}},{"cell_type":"markdown","source":"![image.png](attachment:47afd834-f471-48d8-9b9a-7cfa615e730a.png)","metadata":{"papermill":{"duration":0.159452,"end_time":"2024-05-14T06:26:31.877725","exception":false,"start_time":"2024-05-14T06:26:31.718273","status":"completed"},"tags":[]},"attachments":{"47afd834-f471-48d8-9b9a-7cfa615e730a.png":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAATcAAAGcCAYAAAC8+ecfAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsMAAA7DAcdvqGQAAHVXSURBVHhe7Z0HgBRF9sa/2ZwzS845gyAogooJFHPEcGJGzFnPM575b856dxyGM2FWzBgAEzlJzmlh2V0259D/+qq7YRhmll3YMNPzftrsTE/PTHdP1VfvvXpV5TIUEARBcBgh1l9BEARHIeImCIIjEXETBMGRBK24lZaWIj8/H1VVVdae/VNYWIjc3FzrWeNTXV2tz7GiosLas3927dqlr60+8DsKCgqsZ/uH94FbTU2Ntad+lJeX6/t4oO9vCup7T3gtPL6kpAQNHcbesWOH3jzhb83vO1D4O+Tl5ely5kQc2aHAH5w/vLcfLSUlBbGxsfjxxx8xZ84cXHLJJWjbtq1+jT/0l19+iUMOOQR9+/bV+zIyMjB9+nQcffTR+Prrr7F8+XK88MIL+rXG4rvvvtOF+YgjjsCbb76Jc889F/3799ev8Xzmz5+vxYHnPXToUCQmJurXyNVXX40zzjgDY8aMsfaYFY8iHhERYe0BtmzZgm+//RannnoqXnzxRX1fbrnlFutVk82bNyMuLk6/ZsPPeeutt3TFuOiiixAfH2+9Ujvbtm3DlClTcOaZZ+pzf//99/Hwww/vde4HA+9ZZmam9WxfunXrhhEjRujHLB9ZWVn6sSe8Hl7v/fffj4SEBNx66616/5o1a3x+/siRI5GTk6N/q44dO+KUU07Z617bbNq0yXrknejoaKSlpSEkZG+bg/fJ5XLhH//4h7XH5Morr8S4ceNw+umnW3v2ZunSpVqkPeF1DRgwAH/88Qc+//xzXHfddWjXrp31qnNwpLjNmjULTz75pNcC/MADD+C4447Dq6++ig8//BCvvfYaevfurV9j4Zs0aRIuvfRSnHPOOXrfggULcPfdd+Pee+/F66+/7rMSbd++HS+99BIWLVpk7dkXCsXNN9+Mww47DDNnzsSzzz67l1X22GOP6UJ3++23Y/Hixbjvvvt0wXvqqaf0Oa9atQoPPfQQVqxYgRYtWujvpOjeeeedaNOmjf4MisU///lP3Hjjjfr5hg0b9Ofs3LkTXbt21ZWVf//880/9mNd/4YUX6kpJYXeHlfa8887D9ddfb+2BPl8+LyoqwvPPP68rozsUrWXLllnPTC644AJ9/LHHHqsFjpYlhXTJkiVo1aqVvh5eozfrxIaCw/vjqxKedtppWL9+/e6GypMTTjhht3jz3rIR8AaFgveTDRzPjQ0aYRn49NNP9WNPeP5sLK655hr9vrvuuksLlSeHH3649cg7Y8eOxW233YbIyEjdgPEzCcsJxe2mm27Sz9u3b48hQ4ZoIbbLpjdYjvn7e94TNtx83//+9z888sgj+Oijj3Y35k4izPrrKNhKUxRoXVDAfv31V93qpaeno1evXtZRe+CPzIpOS4/u1u+//67ff/LJJ+Paa6+1jqqd8PBwLRoUIIrE3/72Ny04bDk//vhjdO7cWVtiFDjC1nPw4MHaEsrOzsZXX32lW39fUBCmTp2qC+u//vUv/V3z5s3DDTfcoMX5iiuuQFjY3j8n3SQKSlRUlK7833zzDdatW6cFui5QAPdXIT357LPPtFXMymdz0kkn7XNu7tCS7tevn753/E5WPMLGhveSlZ6iX9tn8D7zO88//3xrz964V/DWrVvv/o5XXnlFiyLFlVDkvUHBoriwjLBc8LtoUdUH+zs9KS4u1lYfz4NWNhuQN954Q5dLUlZWpv9SrAgtZtuSrw2KI63VO+64w9pjUtt9dBKOvEoWXm5k9uzZWlBo4dDKoHDNnTtXm+w2AwcO1BYdxeW9997TBYItcKdOnawj9g8/+7LLLtOWE8Vj4sSJOPTQQ3UF5Tkcc8wxexXuQYMG6Y2sXLlSu7u1QVeKFhEtOLayFCx+/lFHHaVdJoqfp4v422+/aTHk9dJ95XVdddVVWLt2rXVE3WGFY2PBv+7WpicU6z59+miX1x2egy86dOigLVqGEngcLU9C65auExuKE088Ue+rDTYiFHBvjB8/XluahI0cXUeeK90yWrUUUDZQvmBjxI0WKEMDw4cP19bkwoULtUXPkAbFmeXGF/xOb9BN/+mnn/T9JTExMVp06X3QC6EVR/gb0ppmY0BLjlAY6aGw3HlzhXlNnlakp9vrVBx9lXQf6SaxVacw0EL673//q2NmLEw2bAXpjrJFpMlPIaLbwgJDF6a+Afq6QKuKIkNh2rhxoxYvFlRaLoxPeRIaGqoLNQuy3ZKzovE5Cy9f98R2y1kpCK09fgYtPtvl8QU/2x0KNt06uru0hA8EWj0Ucl5zZWWltbfhoJX66KOPet3OPvts6ygTngsbur/++kuXDVrD3uJT7vCevPzyy/q3Y+NIa5uf01CRHYqaLVr8Dp43XU6WW/6Wf//73/F///d/u38bNjL0TCj+vA5v8BqffvrpvbYPPvjAetXZOFbcWHkZa2IBYOV+/PHHdTyMreHbb7+NCRMmWEfugYWGcSyKCysfLQgW+trcxQOFAsPYFQvbO++8oysICzTjSrS4PKEojR49Wls2TzzxhHZbGC+hMLI1pyW3P9iKs9WmC8bPqA2eA8+JcTDeC1qmPXr00FtycrJ1VP2gZULX+pNPPtFC3pAwFkeLipXd2+ZpOdIqZJlg6IBxLsa1HnzwQZ9WLS1gxjsZV2VMjhbzM888o61y/o50WXv27GkdXT/YWNHyo7dhu4zszPnhhx+0pW2L0uWXX6732Q0TGzRaiuwUs2Ou7jAcwHAIy4j7VlvHi5NwnFvKlpRmPCswA9aTJ09G9+7ddYvLGAktMsankpKSrHeY2O9bvXq1jhuxV4/H09L4z3/+Yx3lGwogCzpFge4O404sSGx16W6xZWWlZgWgW8mWeMaMGbqS2dBqZEyQFc2zAFKY6NbwPBmHojtEwWEs8cgjj6yXq8EAP49npfcGz41uEd03uoU///yzDsgz/sbGguLvadnVBQbK2XlBkeM12tAlf/fdd/X38PruuecevZ8uPe8fhZwdO+wFpstrw/gUXUree/5ejJf6gveKFlrLli3xyy+/6N+W4QhaQ3SLR40apcWKcS7PXkmeB4WP1hpdUIY4KEiMz7GDxFecz4bnyOvwZeHx8ymevDaWP3oM/H3sjdCio9vJz7A/h+LGWCRdbm9QGL1ZyLScDyQ0EWg4TtwoLBQN/qhffPGFFjYWDLa6DAL7CsRS2Bh3YwVi0J0W1L///W9duOpiFTEYzBadBYcCwMrAwscKyMpMoeN5sSfUvWfKdhltWPnYS+etdWWhpzicddZZ+nPZylMw3F1SngNjce7w3Lp06aKtMFZKxov4Hm/iRqHgZ1CkGcNiTxrTItg7yw6Qg4HfSdeYbr57UJuP6Voz6M/7zRgULRFadzxfdhDxN7BdNhveZ4rL/qxQdyiq7K2mINHi4vfycynew4YN0+XGM+BOq/Diiy/W58EGiMfThWSAnyk3vDd0aZmyw9/O8/0UTHoMvsIb/C0ZlqDIP/fcc1qoGTqh4LJMMjRC2FvLhslXp4c79DqY4uMN1hEKOj/LyThO3FjZ2YPI2BALP014FjhWDruFo3XgDuMSzPdizIaFi/E4uiq08mjy1wUKinsnRV1hq23DFn5/QsqKQ/FhReC1ekJxoOtIWDnYyUDXmp0dFDN+PnttGdvzhBWUrhotKHas0PViRWKPMeNtb731lhbf/cHroCgSuvmsvLSSfMHzpbXE9zD1gvec95PCRcuWv4U3V5iWDOOkjJFSODx/V3dsAaU40f1jDzPPi64sG0EKBwWLn0FXjuJCsSMUZX4H4bmwIfS897SmKIwUDH6uO0yn4b1030+3k+WL7qadimTDRoydYIy3sReZXgCvlZYly2ldGluKLi1vQkucngzPg6kuFGN+Hj0NJ+M4cSN2wWOLyY4Cxltovtuw5aUFQXeOlZ+uK+NWLNAsELYIMjZXW+6VDS2z+rhpPD9+Ly04phVQkBhTsyvr/mDskOdlpwa4QwvBTuBlJWXlobgx+M1KQ4vUFxQ3Wkv8DLpehD3GFDx+Dt3R/YkbXSu6YIxNUVB4nbR4WEm9wftm9xLSraRIMPZIC5Kv8TndelsYKEB27x/vG8WKLjutlNo6SWixM2blnpC8detWbUmzgaH40O3md1HcaR3zGux8RxuGOmgJM4HWHd47iiTPwVPcaJF65prxvvD+MEzhaWnb8Pfi9R5//PHacvSEQuUttYnQOudG6E0wr5PlgnE4mwNpjAMJR4rb/mClYGqBnV7AuAsrlHvFpcBR/OoibiwkdppBXWDHAC0BxgFZEWgZ2AWZAkdx2R8UZzs25Y7ne1kJ6YZRtNhi1+bS0P2i+FF83dMiKAy0GpgK4VlxPaHFzFgP4WdQTPjXVyrItGnTtPASWjO0tvldfB/jQjxvptDwvhD+LszKd4eWDO+HnUPoiZ1D6NlwMHWDo1T4O7hXegoa3VZar57iRnifPO89RY3x2YaGDTRF35u48fwaEsb7pk6dqnMi65JH5+84PuGFLT9bWgb0PTcWbloHqamp2srxxFsPlDdY6dlrVdeN1gZdZbo9FB623HTNWGlsV6IhYUHl91AAPONB7lD0KbLe3B6KTW3vteG95HVwY2PhLpLeoIto3xdaIkx1YC4fnzOGRbHludvHeLMc2TlEt5uNlLfNdi89oYhz87S6Gedj3K8u19sU8Py8lV9ubBAaCoZnGBpg/M8RqMrvWJS7aSgX1FAun6EEaJ9NuUrGzJkzraO9o1wx44033jCU62L87W9/M5T4WK/sobq62qisrKzzVlVVZb3TO8rS0N+5YMECY+DAgcYPP/xgvWIyYsQIQ4mGoQRnn43X9dxzz1lH+kZZGoZyV43t27cbSvwM5R5br9SOciENZZkZF1xwgZGVlWXt3T8bNmwwHnnkEUO5dYZy9w1lRerv5r3wdo98bbzX9eXmm282lGVmZGRkWHtMlIAZ11xzjZGcnGwoS9p49NFH9bGqETCUyBt//vmndeQelItoKNHb574rgdW/yX333WcocbCO9s2KFSsM1cB5/Q53TjnlFENZ9vuUXXu78MILrSN9oywyQzUihhIua48Jfwfl1hpKJPXz2267zTjjjDP0fXECjp6J185Z8wWtClpsqpBYe2qHA+gZgPbmIjQGzH1iXhN7VN0tS7o/ntaGDa0vWkPc6go7GugSe7p73mDAnUF+9rixY4Lvqy90f5hiQpfvQN5fX5jlz7AD42qeriutFMbYmKTMYwjjhgy+e3PhmYbDMuALdpzw99qf1ce4JDtP2InlGY9zh/Gy2pKLabUypnkg8LPZOcKeYiXQuoOD184OOScg04wLguBIHB9zEwQhOAlocWO3Pd02Bn9t6DbRFWXSLF2npoJBaCb/1pYl746dtMkcpLpSWVmp0xZqS3nwhJ0pPC/B/2HPvOd0UbXBYw90KBXLEsMD7EWuD+zEYApNIBDQ4sYhKxxf6R5Xo2gwP4lZ9bXFKhoKplow14hxGM5swR4nwpQJihenyuGgbWaaM4ZmQ/FlryBTITzxPG+mKzCWw/GoTEFglj1F3IbXzNw3fqYnnMqJPYmBCBNzmcbB/EM7KdhpUFwYM2NaB5OW7fxCdzj8z55Xzh0ey6Fp3qAIcagYU2tsGHvk97DRpygyduxtED1j1Rwr6+2ejxgxQie6BwIBJ278gTggnln6LPRsfZhgyufs9mfXOJNCaUn5CifydSZGMpGSOWbMfufYQ/5lPhWD3ExpoJgQZq8zi5zHcD+D9czWJxQWBqL5XayMtrVoj4VkdjmTTpkQzJQGFjpC8WOnAFtQwvcxsM80EQ6VophR+LifG7+DgsbrspNebVgYOSyLM6B4wnPiOXrCa2OiKoPpnveJiaocAsSRGrT8mJXPsay1QeHmeE2Kvac1wGFnzCnktELcmEzKiQu+//57n0OSeK0c38rPYw4hc9EOFt5DTolUW4dAY0Brm7+Pff0se0wopsfBe8/GjCLEsuCto4jlnZMreMJj3cXLHTaIHPXhfn85vROFid9jl1dv72d5YecZOxw84Xd6lj9/JeDEjTeXbhlFjXlqzAuj28VKyELkS9DcYS8pLSAOK2JPKXOpOBUSE2CZE8aKzax+u7eMeWi0lngMrUKOy9sfHPXA7H4KI4WNg7WZP+arpWUisD22ld/N72QyK63TxoACzYJN8fUUGBZsijDvBZNo+djd6vQGrUZOOMCkU08hZPiAvaPsrbRHAvBzOVUPRctuENzh99EapXVL94sifLAwBMARCd4qbWPCxpINm339bCA5XpTXtb9z4b2pS5n2BSdroHXGjfXFE9YdNj78jWzY8PI77YY3UAk4caMFQBFi0iu70DmsitYOhzFxZglbkPijsaLROvCE6RIsZBQQWlXsjueYPbaoTBLlkBimRTCjnzAhlS0uj+H312XKHxZaWmB8L+E5UiwowN6gC8tzoTtNi4pDq1jB6xOTs6ElRzHl5iumQiuUFc7zGFoTdK2ZsW9f//6glcURCDyeaRC8796wk2op4nSZeC9pfXvGBCm2dMM4QoHizgbBnj2F1hdFlJ9Dy4TWrnvFpIhyuBgteYYs+Jzw95g6daq+PlrEtLzt+JFnpj8bT3sffwNOIMDrY6PDz+V32q9RNLiP40BpGdnpJO7wvnCQvn39bDx5Hpwhl1ZxbfDeUOAYevG0mLif5Zv1wVfKE615Xis3b/E8NmRs3N0bUVruPD82KAdS/vyFgIy50SpiHIKmPof7UERYkGm92bCAcqyft7nR6gsFiRWKBYUtIcWAlgotK7qf3qAbS+vSjoPxL4/lKAFvsEJTcOy8L+Yv8TELL62r2uD5uBd8CgGndeLmK0DNzHyOPWQhdj+GFiQrFEcH1BV+NysJLTLGcXjO+wt003rhcCh2wHhaL3anEF+jy8bzYbCdVjvXfOAML6x0FCYKGcsCLUEew7gnKyWFh7MBs5HgNVF0+DvSWqVbyrLCa+d3c1JId/i72VOI83sY9uCQMl6X7ULyLwej8/v5Xfw8zgRDUdyf28br4u/LeGht4sbzo0vORo/WMMeHun82rSu6kDwXb9Yv4bnzfdxoBXvCabQ4qwqNBVpsLKO8xxweyHLF+tUYw8qagoAUNwoMpy/icB3+pcjxh6GY2XAgPFt8tpQHC+MXHN9It5TfTeuQ8Tr+6CyA3mBloMAyvkSLj+fJc2SspS5wcD8tTLaqdkXzBQskCyLjkYSuLZMzuTEA7AtavRRb+76xgnC2EFqm3oaj+YIWFr+LljAtXp67r8VU3OEYW2/uDycRYEzOTohlCIHWDr+HVhMXYuFAeVZYrnXBBFzea4YoaMXwu2kR0lKjRcKpqzilOysqj6HgsVzw3vC7KU7u8D7Y+yi0fMzkVgoNNyb40q3k99DS5nfZC+2wEXS3JD1hzJSCyoaMHQKcucUbFEAORWNQn9dJkaKQcioju0ee4RV6LIzJ+QqV0ErleXLzNocbhxjyPrM802Jjg8OQBb+bnTncxynz+TfQCEhx41hBtq4UF7asvPEspBx7aMMMcVo+3sZJsuWlS0BTna0ef0g+p5BwJSO20HR5GIsgLOAsPHS3WFhY4Ggh0E2hS+sNzvjBbHbGleiWsNeUAXrOL0fYkUHrhRaUDc/Ljq9QCPm9THXxFW+yW1q6Ruxxo7jR3eN+jhHlVlumPCs6KxetLlY6Zs0zzkWXlOdWV1hxWFkplLQyKOSePXXe8BVLojiyY4fizvvEe8TroKXG35nnzce07niNtMRoKfLzGOekQPOc+PtxH8+Dn8PP5GdTFPiZ3FdXaPUwDGKfC61JPmZDwE4sWo38nVkmvbmmhOfCc2OnBssqg/u09jzhb0FPhELOGC8bSE4DxQ4Wlk33TiCei31d7jCWTI+GDTLjmtx4zxge4X31BmfQYd2igFL0eCy9BjYCvD6WR9YpexIDfycgxY2tNUWC3dUMELNloxXHWTzqAgsGf2haCJwBgS4Nn7NQ0rXij8q4FQuZL/iat15IGxYgFi7GzyhwtGoY0LVjYXxM1892U1lJ6TZxYyFi5WELXdvcXXRV2GrzOthpQSuCrhJF2FuvmzdYcSgYFANaOayoFKe6FmDeMzYSPGcKGq1M3l+6afsLCfAa6wPvN8WDrhzvHTe6qLxHHFZF95ppN4yBMXTBjefVGPC3YUNIK9I+F3Y60d301aDSwmRsjpYS3UFa2956bll2KH60TmmxUsC40QNgw0qLz1PMPOF9oMdBI4DnyQaMvxPrDnvKaRRQsN2nRucKXHRRWRb5OjeeC+OFnLKKFimHaNXmDfgT/jHtQT3hD8KWiC0zW0+6UBSPusL3sPOhPrAQspW1Y2IURHYy+Ip1EAoM40EsWOyocG8xKY50pVjQCVtMxj0Yh+H1MU5EV4pC663HlBWdYsZCTkHhe+ku87z4nbQ0vcVYPGFskBWJVgHdWZ6n5+SJtcGWnQ0BLV9ab4SFn1YVXTSGB3xBq5TWEy2xukDXiddFl9J9NmPC62dHBS04fq/dGcIGpi5QaGxrlaEGT1fZE1ps7Czivbc7jWw8Zy7hvaAFRfGw10+lpc37RGvZ836zYaFYEr6PwkhRocC5j3flNdfFwmYaCRsvlkfebwo+BZi/t7tBwM9j48a65RkHdYfeTiAQkOJG+EMx/kXLhdaWDcWHrSkLBFsgT9ga0cSuK7QIaF3RwmFrTfGgyc5Kxla6NugestKwgrFCurfojH8w+G5bWKwgdEXoYtIaorvLeAorvjdxYwXgrK8UQCYRUzjpEnLQMy0vVoL9te6ELhotS1YmxpbYCWELQ12gtcb7f+mll+5l7bFysPfQW+8wLQBWNsaR2GNb1+nLeY8oHLwfjG/x3Ckc3Fjx+dvwL38f3jeu0mW7b+6wDNjYk0Yy7shrYCPG8/YVS7VhmaDrx3OhSBBaoqz4nu4uywGtdVqctMTqKuaEQs1yR3HzhBb6/j6LnUtslDlJAa05/kZskGlFMhzD39p9yUGKJa/Hl4Cxo8FuxPwe9eMHJJyqSBV2Q/1I1p66MWXKFEMJYJ03TjmjWjpDiaWe7oebatX1VD3cz6l/WrdubSixMpSlZEybNs36JsNQrbIxYcIE47LLLttnGhxlmRmqYhlKHKw9hqEqwe7v4XfwOVHundGpUydj1qxZhiqgepoe+/vtY9zhPnu/EmVj6NCh+rEv+FlKqA3Vchtz58619posWbLEUJaFoYRTn6+9cbooZe3pa3///feto/fAKX2URa2n1VGNkJ5CyH6vajAMVcmMUaNG7TMNkQ3v3UUXXWQosTVKS0v1Pl7vq6++aiiB07+9soL0dFaczkiJjDF//nz9PcraNVSDoqdVUuJvTJw4Ub9fiYShXDp9LfxdVeU2VENinHfeeYay5o0BAwYYqlHQ18bzJLwOXr+yoPRzG94zTpGkLDj9Hn4uz4W/jxJP6ygT/hb8/fkeT3isEgs9xZUSIUM1gNYrJjxPfvaB8vzzz+t7pVx2a4/Jxo0b9VRXdZkeyx3VYBrKtbWe+TcBOysIg+eMs7FXkvljnrBVZWzCc4obWm1s6esKP8fuBPAGg7C0ENjCsnVlHNCeOohWG91MWmeMtbhbbrRsOKss00nsmWt9wdgJv4fBZR7P1po9dHUJiNN15nn4mgnXhj1jqhLus3AwrSy61Z5Bct5XtvqMVfJ38LSSaTmz84UWJC1c3iPb1VPCoe8pe2tpNXmDqTHMUaNFyk4P92tlTyV7Z3m+PAe+zil7CGNy/C6GHrif8SbGJG33i24rz4tWLcsNwxm0jJhXx78MA3BjxwotY1qzdJ8ZPqDb5gnjVzyWsMOB00CxzNQV3l+6p7SuGIdlp5Z7UjXjbCwrLD/e4LnyOn3BDgj2PLNDi9Yb7wt/G4YTmALD0AZ7f+sKfw8mv/tafMafCFhxYw9pbTlCrFQMNnPG28aElYwFlK4h4y/sSrcLGwWBKQIUB1/QjaT7WRt0o1ih6QoxHsKKzMLqHsPzBV10uhjehu8IzQ+Fhr2fjLuxF5XjS9mjasOwi/tzTyimFKja4Gewp54pHhRgNkjcWO6Y5lGfMATjswxhsPz5OwErbgzI0yLxBS0Cxg98WQYNDc+HibosQLYVw8AthcW9JfaErTwtmbrAisCAL60YpjzUJaZGa4DnwTwtwb+hR0HPgjFTG5bx2nrtGWe1rVZf0GLmaAzGE+0kYDaUtJ5jrA6yukIPgJ4DjQd/J2DFTRAEoTYCMs9NEARhf4i4CYLgSETcBEFwJCJugiA4EhE3QRAciYibIAiOpNZUkEDIQhYEQbDhDCY2+xU3DrPhgGVBEAR/hSMuOMyxXuLG6YT2NzxIEAShOeF4Yc7Q4i5uEnMTBMGRiLgJguBIRNwEQXAkIm6CIDgSETdBEByJiJsgCI5ExE0QBEci4iYIgiMRcRMEwZGIuAmC4EhE3ARBcCQiboIgOBIRN0EQHImImyAIjkTETRAERyLiJgiCIxFxEwTBkYi4CYLgSETcBEFwJCJuguBwMnIK8c3s1ZjyzXx8N3cNtqvnwYCImyA4mBWbs/DAGz/itS/n4P2fl+LVL2bjH5N/wLKNO60jnIuImyA4lNVbc3DHa99qS+1vxw/Cf+84ExceNwhbs/Lx8Ns/Y822HOtIZyLiJggOpLyyGh/NWIqKqmpMOm0Yzj6qH9qmJeAc9feO8aOQX1yGL39fgbLKKusdzkPETRAcyOot2Vi5KQt9O6VjzKHdrb0mxxzSFf07t8Ry9fr6jF3WXuch4iYIDmSLcj0LSspx0vAeCA3Zu5qHuFw4cmBn7CooQVZesbXXeYi4CYIDyS0sRWlFFXq0T7P27E3HlkkoKatEoRJApyLiJggOpKq6GjU1BsJCQ609exMWGoIaw9CbUxFxEwQHkhwfjejIMGzY7j2mlpFTgNioCMRHR1p7nIeImyA4kJbJcVq8Zi3ZCMOLdTZ/dQYS46KQkhBj7XEeIm6C4EB6tm+Bjq2S8Ntfm7F43Q5rr8kCJWzc36NdKrq0Sbb2Og8RN0FwIEnKKjvl8N467vbCJ38oMduE7PwSzFi8AU9NnYXQEBeOG9JN3FJBEAKPI/p1wD8uOgrbsgpw35QfMf7hqXjo7V+QU1CKm885AsN6tbOOdCYiboLgYEb064hnrj0JJx4xAN27dcN5xw7CizecgpFqv9MRcRMEh9OxdSqSWrRB/x6dce7R/XWsLRgQcRMEhzNjVR7+XF/g6Jw2b4i4CYKD+WtbMT5flI2yyhprT/DgX+JmqB8g6xNgyXHA3N7AxgeBCufPOyUIjUFucRX+NTMDJRXV1p7gwn/ErboI2Po0sOI8oGwz4AoHtj0HrLwIKN9qHSQIQl0oKqvGO7MzkVdSae0JPvxE3AwgZ5opbknHAr3fBfqr5+3vUL/SAmDdLeqQ4Gx9BKG+lFfVYMbqPGzKKWXNClr8Q9wqc0xxgwvo/iIQPxSI7AC0uRZIGKle+9IUOUEQaoV9BjvyK1iTMKh9HEJdLp2wGxvpfQC9k/EPcStdCxQvAVJOAqK6WDsVYQlA+vlATbkSuC+snYIg+ESpWnpCBEb3SkZVDWf9AGIiQnBUjySkxoVbBwUH/iFuVbuU9bZTWWkj1I/jcUrxh6h/1C9GARQEh8N0jarqGlRWVaOaylRPaLFFh4doYduQXaY/LzE6DCf1T0Wf1rHmQUGCn4hbodrylSvaVj3hz+NGRCvzb/l2868gOBROHPnF7ytw57++wyVPfIznP/4dyzft1OND68vanSW6t5Qc0iEeSTFh6N06BnFB5J76h7iFRKgt0uwx9QyBVlvTIIcGV6sjBBdFpRX4aOYy/OvLufp5n47pmL9qG1785A+s2pKt99UVWnzrs8pQUFaFEGUrDOuSoPdHhIXo+Fuw4B/iFpakthSgZKUZEXWndL36R+2Lcv5YOCF4WbJ+B76bsxqH9mqHm88egRvOPBwTxh6C/OJyvPHdfOso3xSWVWPuxkK8NycTU+ftxJKtRaisNtAhNQrtk50780dt+Ie4RbZT4tXZ6jTwyKTe9bX5N36Y+VcQHEZJeSUWrMlAWUUVJowZjHYtEhEfE4nRgzpjYNdWWLx2B1ZuzrKO3pfsokq88ft2TPl1O777axe+X7YLG3PK9GsjuiYGlbXmjn+IW3Q3IPFwoHixErivrJw2JXLFy9Qv9xEQngqkn2ceKwgOgytQrdi4E4f0aKtn0LUJDwvVs3eEKXfyl0UbrL17k19ahQ/m7sScDQXaDWVHAi02uzMiJjz4UkBs/EPc2ImQegYQNxRYcb6ZzJv5P2D1VUCFarFaTlCHBKdpLTifUmW55RWVoUvrZEQoQXOnY6tkhIeG6lXiPamoqsHyjGLtgvoaE//xgp1aAIMRPxE3RfwQoMtjQNLRQMbLwNqb1E5lwXW4C8j7SVlwnypjrtQ8VhAcBMUtt6gU6cpqCw3du0qmJkQjRLmVm7MKsXRbsbbQOPrgW+V+frYwG9+ov8Xlvkfv5JZU4Y91+wpjMOA/4kYSjwS6vwT0+C/Q6w31+HWg7XWmm7r+ViV6rwJVedbBguAQXC71v8vrQi52Fghf355Xjk+VoL39xw688+cOfLE4G+uz9t/gr90ZnEaBf4kb4QiF5GNVk3WqclMHqjOMBlLGmoPpN/1TbQ8pgcu1DhaEwCcmIgzJcVHIzC3SCbzu7Cos0fGzdqmxOLJHEi4c3hKdUqOoh3UmqzA4B8/7n7h5I/Vk9Y9qwpjou/UZYOUE7zlxghCAREWG62X2NmzP1SMT3Nm0I08vsNwhPQlR4SHo1zYWfz+pI8YPa6mHVdUF2/oLNgJD3BKGm3lwNhxIv0i5sPm/qV+u3NopCIFJi8RYnbS7aG0Gduxio23C1BCuWkXL7ejBna290KkdHE5190mdkBAVZu31TYv44BpTahMY4uaKUAJ3mPXEIiwR2PkeUDhXBE4IaGKiwjG4WxtEhofhze8WYlNmHgpLK/DzwvVYuCYDh3Rvgx7t0qyj95CeEI4eraKtZ77pnBZlPQouAkPcCDsb9Olap8zJLNteC0S0Vo8D5zIEwRsDurbCicN7Yt6qrXjyg1l4/N0ZeOuHhUiOj8YlYw7RHQqeRIaFYFD7eP3XF7TsDu+iDIEgJIDE7XDTPU06SomZMsXzfjHd0uiuptAJQgATFx2Bc4/uh2tOG47w0BCsy8jB8N7tceu5I9G1rVtIxg26p33bKJdWbb76F8YNSEWauKV+TkQbIPUUoNND5lAtoxLY+hxQuto6QBACm+jIcJx8eC88e+04vH/veNx01gh0a5uKkFq6RhlPGz8sHd1axiBMiR0P5WgrDpI/fXAaxvbzLozBQOCIW3i6KW6JRwBtJilrLRQoW2fmvlUXWgcJQvDRNikS1xzdFhcd1kqPJT2udwquP6YtTh6QFrTjSkngiFtYPBDT23zc6nLlnh5jdiRkf6Zc1J+t8aiCEJzQgjuuTzImKZG7eEQrDO4Qr1NHgpkAunrVAtFaI5x+vOuzZmdC2SZg+3+ASt+zJgiCEHwErrTH9gHa36keKNHb9R2QNdXcLwiCZufOnXjxxRcxbtw4dO/eXW9jxozB//73P+sIZxPAdqsStRZnASnHm50LG+8DKnZYrwlC8FJTU4MZM2Zg5MiRuPXWWzFixAh89NFH6Ny5M77//nuvY1idSGA75ZFtgNZXme4ph2atulw6F4SghsI1f/583HbbbVizZg1uuOEG/OMf/0DHjh1x5JFH4thjj9WiFwwEeMRRnX7SaCDtdPUwEshV7inngTM8ZvMVhCChpKQEH374IebNm4eUlBRcf/31en9SUhLuueceTJ8+XVtwwUCAi5siLNm03jibCHtMt/8LKFpovSgIwUV+fj6+/tqcmp+WWnp6un7sSWVlpRbAp59+GhMmTMB5552H6667Dj/++KN+zQkEvriR2P5Au5vNx5yafMdkcU+FoGTDhg1YuXKlfsxYW3i499EJWVlZ2nWdOXMmrr76aowaNQqvv/46brrpJh2vcwLOEDeOLW19pemisnOBs/Zy9l6ZEkkIMrZt24bqajPnMyIiQv8l7GQoLS3d/Rpjc1FRUdpiO/zww7XV1rNnTyxbtgyrVq3SxwQ6zhA3mx7KJeVKWuw1zVCPy7daLwhCcJCYmIjQUDMfdNeuXVrEKGo///wz7rrrLqxbt06/1rZtW3z77be44IIL9HMeU1RUhFatWunXnICzxC26C9D+dnVVMUDuD+aUSIIQRAwcOBADBgzQj9mx8MQTT+CBBx7A448/ruNvLVu21K95wmOZF3fGGWdoS84JOEvceDlpZwIpY0z3dOuzQNEC6zVBcD6pqal48MEHdboHrbR7770XCxcuxIUXXoiJEydqy86TpUuX6vcceuihOnXElwAGGg4TNwVz31pdCkR1Mt3TNdcBNeYCtYLgdNiBcOKJJ+Ljjz/WsbP169fj3Xff1eKWlrbvhJdbtmzRgkZXdPLkyXoUg1NwnrjxkpKPN9dd4DxvhXOATQ8CG+4B5qgfbvExwI4pIniCYwkLC9MuaKdOnXROG0XNW68pe0zvu+8+HW+jW9qtWzedBsJcOSeMYnCguClCooDWE4HYvmbu2+Yn1PYIULrWnEGEiz1vvBeo3GW9QRCCC4rYF198oTsazjzzTCxatAjffPON7nR46KGHdOdCoONMcSOx/YC2N1pPPFoho0pZb28AOZ/xiblPEIIIdh68+uqr2LRpE+68806MHTsWJ510Ep577jnEx8cjMjLSOjJwca64kege1gMv0GrjbCIVmdYOQQge2LFAl5SxOc+NuW/uOXKBirPFLe8H64E3aoDiJUDZeuu5IAQPcXFxOPXUU7VL6rl17drVOiqwcba4lZjDUHxSmW3OJiIIguNwtrjtb4QCx59Wl1hPBEFwEs4WNy7cXBucJilElgUUBCfi8A6FbtYDH3C6pNAE64kgCE7C2eKWeLT1wAeRnYCIVtYTQRCchLPFjeuccgFnb9AlTRq1f+tOEISAxNnixqUAOz+mXM9Ya4eNuuyEEUr8zlDHhFn7BEFwEs4WN8L1FcJTzccUOw6oT1Oi1kWJXvwh5n5BEByH88Wt+C9zFIIrAmh3K9D7f0C3Z5WwDbcOEATBiThf3Hb8F6gpNyeyTD1VuaNHAJHtrRcFQXAqzha3mlJrNl4XEDcYiOll7hcEwfE4W9xyvgKqcs0Ohfihe2JvgiA4HueKG+dxy/rQfMwV6RODY5VtQRBMnCtupWus9ROUSxrTE4g1F80QBCE4cK645f0CVGaZ6R8pJ6krjbJeEAQhGHCmuLEjoeA3oKrAFDXmugmCEFQ4U9yY28aNU4gnjzFjboIgBBXOEzfDmmG31FxZG20mmX8FQQgqnCduTP3I/8OciDK6K5B4hPXC/qmqqsKKFSvw/PPP6+mWTz75ZP33nnvu0es/CoIQODhP3CozgYJfzcctzjVjbnWguroab7/9No477ji8/vrruOKKK3DllVfis88+w3fffYeCggLrSEEQAgGHiZsBFC0FSlaZosYpj+rI119/jcsuu0yL3KOPPqqXOjvqqKP0StwDBw5Ey5YtrSMFQQgEnCVujLdlTTUfJxwGRHU0H++H7OxsbaWR0aNHY8SIEQgJCUFSUhK2bNmC//znP2jdWjolBCGQcJa4VewA8n9RD9RlJY02pxGvA19++SUyMzMRHR2NAQMGIDV1/8O0MjIy8PLLL2PWrFnWHkEQ/AlniVv2J+Ziy5FtgfhhpmtaB+iSkvT0dAwaNAihoaH6uTcMw8CiRYtw44034u6779YrdguC4H84S9y2v2b+jeljDrni0Ks6sHTpUv03PDwcMTEx+rEv2MHAXtRPP/1UdzLExnrO8isIgj/gHHErnAMULzcnpYwfpKy3DtYL+ycyMlL/ZWdCeXm5ts5KS0vxxRdf4JZbbkFeXp5+fdu2bfj222/xwQcf4IILLtD7BEHwT5wjbrtnAEkHEo80x5TWkQkTJui/O3bswDvvvIMPP/wQDz30EO666y7dU8qOBcKeU6aJ9OnTZ7cgCoLgnzhD3Cp3Ank/m4+5RgLjbfXg/PPPx6WXXqpdzLfeeguTJk3C8uXLtcCNHz/eOkoQhEAisMVND7GqAfJ/B8q3qsfqcpKOqfeklEzzePLJJ3UcjW4n42ovvfQSzjrrLLHQBCFACWxxK/hDbfOUuM00e0ld6nL0DCB160hwh+kfI0eOxJgxYzBq1Ci0a9fOekUQhEAksMWtbDOw5XGzM8GoBOIGmuskVOWr51XWQQ1PZWUlKioq9GPmx9XUKOtREAS/IrDFzSgHdn2txG2u+Zzitu0lIO8n9Vq1ua+BmTFjhh6x8PvvyhVWTJ48WXdCMEYnCIL/ENjiRrhsX41pRSF7mhmHY29pSOPEypgO4nK59DhUjkHlrCHsZc3JybGOEATBH3AZTOrywYsvvojOnTvrpFW/ZOP9wKZ/Wk8UHE/a5yNzhIIgCEHDtGnTsGHDBlx//fXWHidYbjYRrUTYBEHYTWCLm+2OcoB899dE2ARB2E0Ai5vypqtygNB4oO2NQPKx1n5BEIRAt9xc4eayfa0uUSIXZ+0UBEEINHGryAS2/xtYcT6w8QElaLFAhzuBqLoPkhcEITgIHHHjAsvr7wDWXg/snApsfkz9fR8o26herP+IBEEQnE2AiJthiln2R0DricCwNUDv99R+JWqbHtqTxCsIgmARGOLGYVY73jQXfOlwNxDdBWhxFtDtWdNy44wgTOYVBEGwCAxxy1TC5lJWWsqJQITbKlTxh6ptCJD7o9lzKgiCYBEY4sZZP5jLFqfEzB3uix2orLe1QHWxtVMQBCFQxK14mTrTaCCqvbXDggvARLY2e1HFLRWakF3FO/D1sjfw2PdX4p15T2JdtrkOh+A/BIa42VOGc11ST/Q+Xob0mApNQ2bhZkxd+AJmrf8CVTUVWJW5AG/NeQxzNn2vnldaRwnNTWCIW0xfZZmVAuVbrB0W3Me1ShmHa6RZQATBnWqjGt+teAc7CjZhTK+LcNPRz+GiQ+9EckxL/Lz6I2zJXW0dKTQ3gSFuSUcDVblA4Xxrh0VVnnJZlwDR3cyEXkFoZDLy1mFl5jz0bzMCh3Uai/ioZHRPH4gTeo5HcUUB1mQtQmW1NeZZaFYCQ9w4vIruZ+53QGW2tVPBtRMK5ynxOxYIS7F2CkLjMW/zdESERaFnyyGICjfXuHWp/9okdUX75J5K3BajrFI6t/yBwBC3iNZA+gVA9qfApodN9zTrI2DN1UBUF9OyE7dUaAI2KbczJjwerRM6WXtMosNjkR7fFruKM1Fpz1YjNCuBIW6k471A2plA5lvAbCVoqy5VwtYR6PwIED/UOkgQGpfsogyEh0Yqd9Rcy9YmPDQCMRHxKCrPR01N40xxL9SPwBE3dhp0fQro9gLQZhLQ6QGg5xQgZax1gCA0PpFh0agxqlFVvXevaI1Rg+qaKoSFhOtp6IXmJ3DEjdA9bXmRKXDtbgXiBlsvCELT0CqhAyqqy5BXmmXtMamoLkdhWS4SolMQGhJm7RWak8ASN0FoZnq1HKpczzxs2rXS2mNSVJaHLXlr0TK+g3ZbheZHxE0Q6sGwjieof11YmblAW2rEUC7pqp0LsKNgI/q0GoaYcJk41R8QcROEehChrLJRXU/F6qwF+OKv/2Bt9mL8tOYjfLVsCjqn9kNcZCKKKgpgcJouoVkRcROEeuByhWBkl1MxovM4bM5djX/9dh9+XfelcleH4KQ+F6t9q/DJ4lewdNvvyC+TmWqaExE3QagntM6O7XEuzhl0Pc4cOAlnD7oWp/a/Eh1TeqF/6xHYmLMCHyx8Dp8v+ReWbPtVknqbCRE3QTgAmNPWrcUAPQSrb+vDkBJjzjPYOrETercaipKKQizeNgsfKyvug4XPY33OMv260HSIuAlCAxLiCtVWHWHuW0HZLizeOguvzLoT7857ap8UEqHxEHEThAYmNba11atqws6FpOg0be39seEbbC/YKB0OTYCImyA0Asf0OAexEQl6UD1TR/JLcxAXmYSju5+px6Wa+4XGRMRNEBqBNGW9DWw7Eq0SO+lRDdVGFX5Y+R5mrfsC5VWl1lFCYyLiJgiNQGhIKAa1Owq9Ww7F6QOuQou4tnrY1sy1nyvX9Gs9XEtoXETcBKFRcGn3kz2pnVL64tLh9+p54Ior8vHdynewaNtMPQBfaDxE3AShkWA+XKeU3ogIjVCuaUdMPOIRpMa2QnllKb5cOhnLd8wVgWtERNwEoREJcYXoUQ2ksxK6MwZOQov4tnrw/QcLnsPSjD90yojQ8Ii4CUITQZHr0WIQTuh1gU4XocB9sfTfWLJtllhwjYCImyA0IZwOaUCbkRjT+yI9Nfmukp34ZvnbWLZjtnpVct8aEhE3QWhiOCX50A7H4JT+V6hnBnYWbcXXy97EptxV5gFCgyDiJgjNAJN4D+90Is4ZfIO24LgO6tQFLyAjf711hHCwiLgJQjMyrOPxOKbHuYiPTNLCxoH2W/PWWq/6P2VVJdiSu0ZPErAycz5ylZvtLx0kIm6C0IxwQZkjuoxT2yl67On67L/0fHCcK87f4Upf01e+j6kLn8f7C57Tvb8fL35Zudd7T8HeXIi4CUIzEx0eh1HdTtVWHMVu466VemZfDrD3VzhH3U9rPsSv679EckwLnH/ILVqkt+dvVO71c9hZuMU6svkQcRMEP4ALPZ/S73IcqgSOazKs3rkQXy79D3KKd1hH+Bfs/Fi87Vf0aXUoLh1+Hwa0PQLH9TwPJ/WZgMKyPHyy5FXryOZDxE0Q/ATOBXfWwGswuN1RukeVMawfVr3nd9OVM862YsdcVFSV4ujuZ2HPOq0ufe5d0vphzc5FWJu1xNrfPIi4CYIfwTVPzx50HYa0H60Fbs7G7/H1sjdQWJ5nHdH8lJQXKNd5BbqlDdw9A7FNSEgohnY4Ts9Xt2rnfGtv8yDiJgh+BjsWju91AforV49iN3fTdC1wnNXXH6isqdTnwplOuAK/J20SOynXGrrntDkRcRMEPyQ5Oh0n9r4YvVsdqt2+eZt/wjfL39JDtpqbyupyPfkmV9cPU9alJzx3JifnlWabO5oJETdB8EMoaJxB5JzB1yM9vj2qaiqUwP2IGWs/Q0VVmXVUw8LxrYzzTfnzIbw86069vTH7Ybw3/+nd24cLX8SfG79TohaO0ooiVNdUWe/eQ1FFvv7LmYibExE3QfBj4iOTMfGIh/WygdVKfGas/VRvFDjGtcoqS5BdnKHTRrj4DK2qA4UdGl3S+uoVvfj5a7MW6x7ROZt+2L0tyfhVfw/XhPD1fbuKM/UIjMToVGtP8yDiJgh+TlJ0C1ww5DZ0Te2nLLhK/Lh6Kv7Y+C125G/Etyvexn+VpfXKrLvw7ryn9TTm9e184LTnHB3BUQY/rpqqxTO7aJv1qkmoEj7OTXd6/4m6w6NtYle9AHVxuWml7cHA8h1zaHqiXVI3a1/zEPqAwnq8D3PmzEFycjJ69Ohh7REEoTmIiYhDekJ7ZBVlKEttOzbuWqbEZY22pArLcvUU5rtKdugFoekqtk3qomf+9QXd3C25a/Wi0bOVmzln0/fa7V2ZOQ856vMr1etMKOZQKo59HdLhWIztfRF6thyiPjcS5dWl2qqLUq8x9cOGSbzfrXwXkaHROK3/lfrYpmD16tXIy8vD8OHDrT1iuQlCQMC54Dok98BJfSegVXxH7Y5uyFm2zzhOitzczdOxaudC9WzvKZQoept2rcR3K/6nLL2/4605j+lOinlbftRJucUVhYiPSsFQJWQXDb1DPU7WbvHJ/S7HuL6Xoo0STEL3tXuLQdqS+2XNJ5i+6gPde8r0kGnLpii3dAfG9rkIsZHNG3NzGQrr8T68+OKL6Ny5M04++WRrjyAIzc3sTd/hk0Wv1LrIzMC2o3DmwElIUAK1vWCT7m1dtHWmsu4y1avuVd6lLLMY9Gk1TIsaV9EPC4nAwq0z8L2ywC497F6kx7Wzjt0bxvremP0ItuWts/ZQ+EJwSr8r9BKGTcm0adOwYcMGXH/99dYeETdBCDimr3pfWV/v6PibLxKj0pS72EcJz3o9X5wNE4Ojw+OVVZakLMGeevgUk3GjlMDZ1NRU468ds9EzfbDXPDZ3ODyMsTpabVyXlQvicLZhfk9TIuImCA7gw4Uv6HSMuk5NztgZ11FtEd8ObRI7o70SNbq4nGbJG+yFDbRFo72Jm8TcBCHAKKks0oPr9wdX3BrReRzOGnQtzj3kRj0x5pheF6KvckF9CRtxymr4Im6CEGDERiTqDobaiFPHjOtzCU7udymGdxyDzql9taDt731OQsRNEJqQjIwMPPjgg+jTpw8iIiIQGhqqQz+vvfYaKioqrKNqh/OnMXBfG3FRSUiJbaXnitsza0dwIeImCE1AVVUVPvnkExx++OH497//jdtvvx3bt29H9+7dsWvXLtTU1GixqwtmB0Cs9WxfaJ11TOmNxOgUa09wIuImCE3Ar7/+iquuugo5OTmYOHEixo8fj9TUVEyaNEkHwUeNGmUduX86pPTAoHajfMbGkqJT0a/1cO2+BjMibv5Edjbw2WfA3XcDTz4J/PknUNY4g6SFpqNM/YaPPPKIFrb27dvjhBNOQHS0mWJx44034uGHH0b//v3187pAUTu2x3k6L82bwCVFp+tE32BHxM1f2LgRuPZa4OqrgWeeAf75T+D884E33gCqZTXyQGb58uX466+/9ONWrVph0KBB+nFtVFZW4tVXX8XQoUPxyy+/WHv3wIHrJ/e7TG+dUnsjKaYFWsS20a9xWqTc0uadS80fEHHzB3bsAO68E/j4Y2DcOGDZMuCjj4D0dOC668z9QsCycOFClJSUIDw8HIcddhgiI/c/3nL+/Pl4+umn9d/8fM/B6SYJUSk4psc5uPGoZ3H/2Ldx6eH36f1MrOVye3VJF3EyIm7NDa2yWbOAn34yrTbVWqNrV2DMGOCll4A+fYBbbjFdViEgyczM1B0KnnAfB3yXlpZae0zY0fDkk0+qNq9+i8O0TuiE9sk9dHLv+pxlekLJYEbErbkpLAS++AJITQUuuwxw7zFTLgnOPNO07N5/39opBBotW7ZEWFiY7hHduXMniouLkZubq4zzj3DFFVfofTbl5eV46qmntPDVp5PBZljHE/TfLbmrrXGkwYuIW3PDVnvJEih/BejQwdppwfwkuqmqYmD2bGunEGiMHj1aC1y1stK//fZbXH755Xp79NFHcfbZZ6NNGzNWRpgmMktZ8vfcc89e++tKz/RB2l0tKMvV1hutOA6nqm0cqlMRcWtumLi5ZQvQvj0QH2/tdKNbN/UrqZ+JHQ5CQNKpUydMnjwZxx57rE7i/eabb7Ql9/zzz+v0EMbiyI8//ohXXnlFC1xXhibceOedd/AGO5f2Q1xkMnqkD1aPDPy1/Q8taoy/5ZVkmQcEESJuzY1yVbTAhYaaIuYJrTbiJWYjBAYh6nelizl9+nRwngp2EEydOlVbdFFReyaUfP3117F+/Xo94WLr1q3x5ptv6v3nnHMObr75Zj1xbG3QQosMi9ITSnKJPc7dllmwGb+s+ViJXPCVHxG35oYxNlptqkXX8TdPNm1SpdZg82/tEJwKBY85cdzYqTBhwgS9/8MPP9RxudNOO00/90V+aTaW75iLsJAwPQsI+XTJa3px5JKKAv08mBBxa27YcnMa90WL2K1m7XRjxgyzR3UwXQ0hWGCem92Lum7dnskga4NrLeSV7MSMNZ+ivNJ874ac5fovrbpgQ8StuUlIAE48kSXY7DV1dz9XrgTefRdISQHOPdfaKTgddjzMnDlTdywQxuHortYFrnXAudrs5fWCGRG35obB5OOOAw49FPi//wOefx7Yts3sHb3rLmDuXOC224COMpwmWGCMjvE49qxyZMPnn3+uY3B1gVOGj+p2GnqmD1HPgnM2EBsRN3+APaJPPQV07mwKGmNwI0ZAlW7z+U03mWkhQlDAKYrS0tLQt2/f3Zs9FnX/qPfGtsGxPc9BenxbvYfpIGVVJfpxMOEscSsuBtau5dgVYNUqoCCAgqg9ewJcZZED5umCcrTChx+aw7LsHlNBqCNdUvvh2B7nIiY8TsfbuFoWF1HemrdWr6lQWllkHelcnCNuWVnAY48BF18MjB0LjB8PPPggx7JYB/gxTAX5/ntOBG+KGkcjvPwycMopQKzvebsEoTaGtD8GR3Y7XU9suS57KaYufAH/+u0evD3ncXy/8j29/qmTcYa45eQA999vxqxatjStnX79gMmTAS4Y4c8Cx55Qjiu95x7T8hT3U2ggQkPCcHT3s9AptY9eoaqoLE+LHReJ+W39NPy46gNHjz91hrjR4qELR2vtX/8CbrjBDMxfcQXw+efAa69ZB/ohK1YAt95qDsHicBtvibyCcIBwaT6OTuD6peP6XqLF7vQBE3Fk19OwNON3bdE5lcCvSXRHP/nETKF48UWgRQszMZbpE48+alpyfH31ausNfgITczns6tRTOeGXOVKhXTsRN6FB4SiFjPwNeoX4Hi0P0cv8cV2FEZ1PQlhoBNZmL0ZJhZfkcQcQ+DWJkwDS+rnoIiDRY1plihytIs6qwVlt/QW6ovPmmdMabdhg7qM7yl5SETehAZm/5SclZrF6SJb7rL3REXHopcRua+5ax+bEBX5Nys0FOJnfsGHWDg+OOMKcecNb9n9TwmFUdJ/ffttMzGV6h7s1yY4DWp0ScxMakMzCLQgPjUTLONVwusF9qbFtUFiei8rqcmuvs3CGuHFjrpg3OLsC1yHY32SPW7cCM2eaM+CuWWO6iQ0FrbRJk8xpxBkPZFIuP9+aDUJDYYuJsZ4IQsOQWbhZjzVNjE6z9piEusKQEJmMovJ8JW51W1Iw0Ah8ceOUzdx8TMWs93PGDfckyKIi4PffOa7F7HQYPhzgxICc0pvHMxu8odxDup1c8OW774DNm4G8PICTE9KdZgoIz4ujEzgwvs6JmoJQNxhfqzFqUFG190JDBtS+6jJlwUXsdw3UQCXwryopyYy1MXnXGxyzycHpdPvYazpkiDmek+4qLSmmi8yZY7qNPI7pGH/8YVpyfEyXtlyZ7ZWVZqyMHQF1hcdyvCg/z9MSpMByHy22e+8Fjj5actqEBqdlfAdU11TpBF53OAVSYXkeYiMSEB5St/VSA43AFzdaWewRnT59XwGhuDAVhJNAcgTAJZeYVtTxx+9rnfFYjuO88UbghBPM4D43iuCFF5rDoGjpMW5GsVq82HRfOVURrT2KnyfsyPjtN1PIfEGxpbDxO0XchAambWJXlCsLbUve3o0/LbmMvPVIjklHZLgzwyGBL269eplTdP/4o7m5s3SpGcDv3dscq0nL7KyzzNSQZ58FzjvPFDkG8Sl0ffuan0dris8Zy1u40Fx9isvtMV7GObU4i8c555hrHnDfP/4BPPEEZxs0j/35Z1P8FiwwV7KqDVqRFF8u98bHgtCAHNL+aO12rsqcj2K3lI9t+euwKXclOqf2RVyk8n4ciMvg1KA+ePHFF9G5c2ecfPLJ1h4/hR0BFBoG6JnbNnKkObaUw684bcyUKeYaoO7wshn7okvKToRPPzWF68orgZIS0xrj7BzcaJ3RTeVfPqeb6gkFkuJJF5kixY2WJKct4uf5gkPFvvnGeiIIDc8HC57XCbscnXB4p7F64RhOYllaWYxzBl+PbmkDrCMDl2nKo9qwYYNevd/GGeJGl5Bu6dlnm0F5CgtjZbt2mRYahY/C4w0KEIWMaRkUObqsdBEJA/6eG3teKXScX4tuKTfG+xizO5CB+nSXKYCC0EhwHdOPF72M9Tl/6Rgb11VgD+lJfS7GYZ1P1Im9gY5zxc2Gs4HQNWTsjO4lp2mmZVRXOMqBokiBrO9MHOxsoGVHkaRY0XKkW8p52Wpb/4DxNrqxgtCIsEPhz43fYcm2X9EqoSOGdxqDnumHWK8GPs4XN3+DwkaBpdD5gq/XYVUjQRB8403cAr9DwZ9JS9v/DLrMsRMEocERcWtMOBD+8MPNJGNvcKm200+3ngiC0JCIuDUmFDV2TnD6cG8wp66Oc+MLglA/RNwaG+bXPfyw6aKyk4L5c+y55Swmd9xhHeQdhkNLSkr04rzjxo1Dq1atwLn0ExIScNxxx4GL+wqC4B0Rt6aAicPMo+OAeYoah4G98EKtY0lramqwePFinHnmmbj00kv1auN//PEH/v73v+ul3yhsiZ5TPAmCsBsRt6aCicVc40FZYbqHlPG2WsjIyMATTzyBH3/8EQMGDMCzzz6re65PUG7u7bffrkVOEATfiLj5IbTafvvtN71uZVVVFSZOnIgWHBKmOOyww/DAAw9oi04QBN+IuPkhjLPNmTMHeZweSXEOx7H6IDs7G1OmTMGpp56Krl276jUu77nnHm35CUIwI+LmhxQXF2PRokX68bBhwxDPgfVe4HHPPPMMbrrpJi2Aa9euxaBBg/DII4/g6aefRmGhM+fGF4S6IOLmh1RWVmqLzBO6q5s3b8YOTqWkCA0NRbdu3XDttddi7Nix4Erlo0eP1q9lZWWh3NsAf0EIEkTc/JCIiAid9kEocpmZmVrwZs+erTsS+JdpIlFRUbjsssvw6KOP6vSQFStWYPr06ejXrx9OO+006U0VghoRNz+EosQ8tvDwcG2pMRXk3HPPxc0334yYmBgMHjxYW2k2FL9bb71VH8fe1bPPPhsjR47U7xeEYCX0AXa9+YBBbeZX9ejRw9ojNAVhYWHo3r27FjLG3pYvX66Fir2mdEFbt269l7jRgqPgHXroofo3++mnn5CUlKTjb/wsQXA6q1ev1h1ww93Gaovl5qekp6fjvvvuQ05OjnZBlyxZgquuukrvdxc2QgFr27YtRo0ahSeffFLH5D7++GPs5GScghCkiLgFMBypsGbNGvz11186Jkdo7RGmkzBHThCCFRG3AKasrEznuE2aNAkrrdl82dnAXlSmkDCkIAjByn4nq4yNjd3dcyf4F7TcKGZfffWVjrFRzJjrxsdM6u3VqxdCGmr9VUHwYxiKYd5nvWbiFfwbChzz2SoqKnRsjmLGDgamk3jG5gTB6dRZ3ARBEAIV8VkEQXAkIm6CIDgSETdBEByJiJsgCI5EOhQEQTho6iIjnNWmtKQErpAQnWze2L35Im6CIBwUlBCKVlV1tU5NomR5ChdTlDhihhuHC8YnJDT6uGdxSwVBOGjCOAONErlqJV4cCsi8S3uj4IWEhiImNlYLH59T5BrbrnK+5WbUALk/wMj9Xl1tKFxJxwIpY6wXBUE4ECgbFKhKCpgSM0O5nHQ7ubnD2Wwoavb0W/l5eVr8mGgeGxfXqCNonC9uGa8CG+5WzUUxbWVlq8bAaH8bXB3+YR0gCEJdqVLCVF5Wpi2yGiUdlA93CaFlZj+jgFHYONaZ8LjS0lIUFxVpUUtKTt79WmPgbHHb+S6w4kLriYmhbr/LpXz97kr0Wl9u7RUEwRNbGihoFDNO1OBpmTG2xg4CDvfjxuMofnHx8VrcPKHVRuuNn81juMh4Y+FccavKhbHkRLgKZ1s73FHtS9LRQN8PgbBUa58gCLZrqYP/lqgxRmZDMaPVRYuLrma4EjTb5eTxZeXliIyM3L3PE352UWGhHg/NY2i9NRbO7VDI/xWu8o3WE0+UnpeuhZH/h/VcEIKXGiVeFLGS4mK9YlpBQQEK1UYXUvd+KkFjz2Yk42TKzaTFxd5O91gasVM8fAkb0Z9lvU4rzp6HsDFwrLgZJStgVBVZz7xQlQ+UbbCeCELwQeGiFWWLGcWtQllU7PEkFDSKFYWMW1xcHKLVc7qf3joCaM3tr4PAFko71taYK7Q513Ir36Z87lpuXE2pajqyrCfOhq0y57pirCNr505kbNuGnOzsfeInQnDB359lg9YTHzM+pQVNWWTJKSlITErSPZp0M7m/oXo2adnZ4lamrMPGKoeBH3MzVCtTU6Y2JWQ1xUDBXBh5PwO7pqk7t0n33njFFQ6jw11wdfqntcMZFJeWYcu2TISq+8FWmLETd0JUy5mWno6WLVvq3CMheNHxr6IiVKpyEqEEjFYZRawpKFWNbXFJiX5sdz5QimjZNRT+JW7MSasuUM1HkrXDCxSyyhy17TS3krWqRi+EUbRI/V0GF1+vC6EJMDo/DFfbPZPbOYGdBRX4Yel2DEytgqty33UU2GKyNWbshDP2slALwQstN7qkSlkQpcQtSpUHNnoNKTLeYOdDfn6+FlhahnR/6SazPDbUd/uPuCkX0dj1LVzxQ4GY3tZOhVGpXMwtSurXKUtMbfxbuh6GeuxSlhmq8qwDLSJawIjsAldYgrLifjfz27wR2Q5Gt5fhSjvV2uEMNmaX4ZVftuGswSnollCNvLxcFKlWkoXXHbbQbdu1a9TeKsH/YfVnJwKtfD5muWDHAQXHdh0bEn4HNwpYgRI3iiu/h64q3V49isEx4qbcSqPgD7i2vQQjLBmurk+bFlnxYhiFC+AqWqyalx1KxGitZSuxKlTvsX10l3qPsvLiBsAVNxiIHQhEd1FOfZp6KQLG8vHq/fOtY93gzUscBfT+UIlhurXTGczbVIjnp2/BqO5JOH9YOiJcFLg85GRl6dgKYynsHSspLUW79u31SvXBCO+BuOUm7rlnhOJCwaHARUVHN1iszUaPalBbtbLamBPH7+NGq42dFs4QN8bJNj0EbH9daZwSraQjlJBlwVWRoV6rUCKmNv7dnfOsCImGoaw7V+KR6nglUDH9lK8Vp/ZHaEHjEKvdcHTCmmusJya7k3i7vQC0nmgKnYP4dGE2Pp6/EzERobh9bAd0T1f3S/3EDNxyEQ31RLsELFgdOnXavRRgMEErZVdmJlqpe4LERKBlS8eVg/pCK8q959K2pnhfmGjbkLE4lkeOUmBSsLv8UEgDXNyUWVpVBFfBTGDdzUDJGmv/HgyEwBUSpQRLbaFqi+mjhOwoIEGJX/wQHS+rK/mLbkBcwRvqE1ULwe6F0BgYHe6Aq/3frSOcxQs/bsWcDQX68RHdEnH1UW12FxaO/9u4caMuyGyVg03ctMirCrV+3TqkpaWh5cqVMG68UZWrBLhOOAE47jiga1dl/UebWxMF1/0Bxrt25SjvyA1a9Q0ZA3OHsTbG+iio9ucHrLjxa3RqRuE8IPNNYOcHpovpDsVMWWVGdFe46GLGDVKu5gDlZh7YKAL+YCuWLUVs2c9IDV+B+MQkZfEpkUwdZx3hPO74aB0y8swWODw0BPed0hGd00zrjaK2dcsW3ckQbOLG62ce17Zt2/T0PO07dkSKqrzGf/8L3HMPXMptNyhm3bvDddhhALeePWG0bg0Xl7aMj3e8dVfIGJiy6ikuOnlX7Yu1ejIbQ+D4HXSH+Zc0tLiFPqCwHjcqVOiS/AxEFH0PV+laICJVx9i0oDHdzlA3la5lyhi4Otyt/p6orraztrQOFN64vNw8VIZ3QUzb09V2GlwxPaxXnUd5VQ2mzt2JGqu54sDm7MIqHNYlQbliZdi+fftu14NuBvOYassmdxLMtt+RkaEFjqSnpyOClbZHD7iUi4TffoNLWROu7Gxg0SLgp59gqGNdsbFAmzZBIW6MreneS3VfKDgsP2wIGZtsjBQRfh9HKzDmx8bHjvM1lLg1WRJvmDrxjJ3FyAk/BUbXZ4Eer8PVS1lwvd+Hq9+napum9xnRvZWrulrVzFLrnQcGbxbFjbACM/WhMVoff2JzThmqlbJFR5g/a7f0aGQXVWLhpjxkK8uEFkswwqD1dmWxMZHZhln2GorWbbfBOOss87mFoSqcqmnKtz8CoOXm8LJDKDR0QykwTBfiFVPsSpT48x6yTjU0rJt2Dyk/vSG/o8nELVQpf2hoBHZkVWBnXjiqwzspm7cfXAnDAHYOcI619PFwtbnKHNSuLboDhz8GW2vCH4wmr9NZl12GQzvFo3/bOP08MToM95zcCRsy85BfUKhbxmCDQ4kYZ2Syql1xOAbSHt+oSUuDa/JkGAMHWjvUMXTP3n0XxoQJpiUXBFBgKGy0qCj+CYmJWuDY+cR0Is+cyYaC39kY9bPJxI03jq0Bzd3MHTuwXbkI+94sdTouVejonurbeuCwMPPz+b10v5xutRG6ERNGtEZanFlxdxZWIjasBsd0i9c5bbYLypZS3RD92KlQyFjWNm3atDumY8OKu095YEV+5RUYHTrAOFo1rspdNVh+Zs4ETj8deO01wCPg7kTs+8K/NArieV/UY6bOMGbbGALHz2ePbGSkl9/lIGiymBuxXUX+pYtEy4rBSvrzDXlR/CG0G6Y+n9YKK3YwWC0dUqIQFR6C7fnlWLK1GBVVNTh5YAvExcXq4S65ubn63nfo2HF3fMOpMTeWJsbX7LGRHCDOa2Y506MzvCUvp6drN9XFGNsttzB9H66dOwHVEGP6dOX3bzbjby1aBE1Pql03KWp0UZlGxBBTg9cnl4Gc0u2q/EYjNKRh7m2TihtvUq4SN94kwkQ+FkC7ojWUwJUqlzR31y79g9BqS0kNjjnbwkJceuzozoJKJW5FKK8ycGSPJESGGlrYeK95n1u3batbZR7LcIEjUdfGa2TZ2mb1ENPN4vAiNqgcz7gPrMidOyvPQXkQykV10WJTDaO6eTCUsLmUe2rMmqVUswSu9u0BVbaCAbszgRawvbGToSEFbkfhJvy+4St0TO6FyLCGcVGbzC0ljHV4zrzJltUWOTsmcrDQYrN7BVPT0vTfYCI2MkRtZsHbmluuLdliZbkQHUdhxeckg3ZQ3cEwd4u5baygzNtKVVYXBd4nbAjZiaDKpVJB4LzzAOWu4qabzHy41avheuwx4NprgZ9/hlJN643OheWFMTE7LsaGQq92xU6XBqCyuhxLt/2OlTvmoaqm4eZ3a1Jxo9JrcVM3S28KBv7TVIGjyDUEvPHs3dFd2qryMm8m2IiNDEOc2sjW3AptyXKGVDYuiUrcbBrKUvZXaGFkZmbqxyx3tNboku63rLGM2lYJrZZeveD65z+BTz+FQYuNqSPffgvjnHOAJ580j3M4etxnTIy+fzRCmL7BuLZnPPNAyCrKwLwtPyGnZAdqjIP/PJsmFTfeILoEKSkpiLfcAlpZecrsJw1R2dia2F3+Sep7gg12KhSVV6Oi2rSCv/srBzNWZKOyRtVZde+DwVqz0XPWqcrHRlVn21sdCXYaCCspG0FW0P16DbT2jjkGrmXLgKuvNq04ltu774Zx5JHAwoVQJqJ1sEJZjMbDD8Po3x/G0KHA449r9zaQ4b1jZ5TtfdkCdzAeV3VNFeZs+l4J3Db9OTklZmPUEDRpzI2wMDGIzel2CpSrREuLi7nypjVEcJufyXgbhbR1mzaODZj7Yl1WGT6cn6Vz3ggTe9fmVOn4Wvc2SUhJUpXS4RYbYaiDY2lZAdmgprdsudvioJtaotwqZuRzFlqWwTpn4VsiZ3TpAhetQvUdrg0bgGnTWLiBtm2hLbvbboPr+ed1h4Rr+3YYP/4I1/r15sgHN+s5EGEaDeWMaTbceP9Yz1jn6suW3NX4Ysm/d7ujXdP6o11SN/34YGlycbNzaBj3YDDb7l7mfroLB1vxdjALXxVefhYtxIYMevo7HJkw+dftWLF972meqg0X8spd6Nk2GW1TYtQ9tl5wMIy5cnA2RY4Vj6JGD4FbrrKq2ADS6mBgPFFZYSyLLHt1Kn/q81z9+sE49FC4lKtmMA5HoZs9G1i50ozFvf++dfAeXGvWMA8FGD16d1gmEOE90vVKNRZ2BwONFopefQSuoqoM789/BjuLtlp7VNuQ1BXdW+zJNzwYmkXc7BvA1pJCxJaUMzXQeqs12LsfWIAzMjJ0C82OBLq+ByuWgcSqHcV6VhB7+JU7FTUuJMZEoEerGISHOv+esPKxgWPcla46RY1ljWXE7q0nnEyAIseJE5mmxLnNdHlUomivJeB18kb13MXZRIYPh+vww2Fs3QrX2rWm0K1aZVpxbuh3c5/6bBx1lE4cDmRYhylmvJc0TmzXnh03dRW4OZt+wG8bpmkr0CYpJh0D2hxhPTs4mlzc3GGB4Tg223pjwUtOTj5gQWKMhTMNMK7E9A+KZzBBYduQ7XsmYlbywR3idvekOhmWIVY0Chx7iBkIp2CxjLljV07u5+ucGooxW5ZJzoPH3tZs5VpS+Owl6XQvofp8VmIXy1jnznCNHWsOvF+8GC4KmC+UCGDAAKB/f2tH4MJ7TC+M87PxPvIesuay/u2vDueVZuGHVe9hXN9L8Nf2P5Uw1iA2IkE1vBEY1vF466iDo0k7FLxBAWqRnq4LCgsPk28PJEDJ99DdIAyccws2tuTWUqkUeaXVqLQ6GoIJli2u3tSlWzedwMyywX2smOypp5XPXnU+pwtLq8+2PtghwZgwY3QUO4Y9Nm3ciFUrVmDpkiVYvmwZNqxfj21KILNvuAHlZ59t9rD6gp1dTAx2CBSxRGWQRNBVV495n7ipCmkd4Z2SikJMGPZ3xEclo7qmEjFK2I7rNV5ZcQdm2Hij2cWNN0S3rKpwEQ7NsseE1gfmydnpDnqhC3Wzg42cotpzhIrLqvXA+mCFgsWZiLv17Ik2bdvqXj+GQdq0aYOu3bujV58+6NajBzopS6xt+/Zo1bq1Fj52flEcaf3R09DBc8acFLRa2CnBRjlDld1i9Ziuri8MZdUZyip0EqzDcer+2BYbY50UOHf335M2iV2UpZaIjTnL9fPEqFR0Te2P4R1PUO9rmHSQZhc3wgLG4D8LDX33TNU60lWoD2xVSbhqNRtyTqhAIi6qdnczIswcwRDsUOQoWhQwihXddcIyQ+uNDS3DI/QoeAznveuoLD7OAde+Qwe9r60Sx9ZK/HhMcmqqju8yydWlKrky/fTnecPFRtdKpXASOsbJjAdb4JSxwUTf/Xlh6y1xS45pgbjIRBzS7ihlvTVMA+wX4kZovdnz+TPAy+FCdUXntqn3EAqk5yiIYKFtUu2ueFJMmBJ/v/nJmx2WFYqSPbzIF6ys7E1lI8wKzERoxnSZXkLrjpYfRa+jEsF4Zf25ausUU16Fi2NTHQjvIw0Ljj0l9MC4+RI4itim3JX6cWJ0KmKVuHFcaUONLfWbks7WtKUqKLwxNGfzdu2q8/xjnI6l0rL0mIXu2PGS+2FIx9qnX2+XHInocLHcGhKWW1ZqWiyMH4czj81KUPcKh3cp19eJsBHgvUhQbjw9BIoaJ2xg77M3sou2oaS8AGEhEUiJaYWI0APPlPCGXzXjbEnbqhaQBUYHcJX1VpvfTngDabXReuP7OFA+WDm8a/zu6Y484WwhA9vF7R6WJTQSI0YAgwZZTzxQ5dM45BBg2DBrhzOhi8rRQfyrR8yo+sleZtbVgrJd+HX9l3huxs14fuat+ngOlE+MavjUGL/zURi8tQVqlxI33hhv2IN2edPsDgi6o8GW/uEOW8tTBqUhIXrvmA/z2oZ0jEev1pzx1NopNA5KwHDHHXothr2cMVoy/fvDdc01bMWtnc6FwqZdfvXXpUSN+YPZBdsx7a/J+HTxa9iUswLFZWbHSo1RhcKKXXoAfUPSrHluvmBQl0vtM7GXIkbBYy+oO7xZhCYvs81p4XG4FXtKg5k2iZF6Wb+yyhqUVtSgRXwEDu0cj3H9U9EqMXjGlTYrnTrB4NoMeXl6HQYwd5OjEh56CK5Ro6yDnI9OqVEbOwdZP79f8w7mbZ2+T4cBh14VVeSjY0ovJEY3nAXXvOuW+oCnxK515hTxpjBwS+FyZxeHzyiBo4+ftXOn/suufN7QYIfjSfNKqpQLUK3d0eQYzhIi96VJYbXaskXntBnKatMraHHcaZDBuszk6LUZS/HWkodRUe09/hbiCsWxPc/FcT3HN1jsze/cUsLAJGdKtScU3JmZudfiHhp103QGuRI5wp5W3kQey3SSYCYyLAQtEyL0gsztkyNF2JoD+v8dOgBDh8I1ZEhQChux02s2FC3xKWyEUx2t3rkQ5ZUNt4iRX4obYeeCnftGuCybZ+4bkyXt8X+FRUXYsG6dTrYU600Q/AcKXHbJduuZb/JLsgN3ssr6QqFi/hthp4EdW/MGhY7JlcGa4yYI/kx+6f4X1ympLNIWXEPh1+LG1A7G2zjvPV1NpoZ4y5nhccwUd59lVhAE/yE6PNZ65JuI0Cgde2so/FrcCP311u3aadOW1htnadDTq1ivE+bUBMsiMIIQiKTFtbYe+SYhOiW4xI0wX4bixZ4Xihs7FzhgmXC4R4sWLXRvqSAI/knXtAHWI98wFSQyvOHCSgEhbrTaKGAc5EyB285pm9VfWnWcsiaYE3cFIRDo32YEOijx8kVCdCoGth2JqLCGy1MNCHEjXIMyLS1N94SWlZToKY44s4Pd4SAIgv8S4grBmQMmom1iV/Vs72EyUWGxGNbhOLRvoLUTbPwyidcXnOlz29atOv2DeXDcJO1DEAIFA2uzluKPjV9j466VKKsqQav4DujTchiGdToB8ZENOy48oMSN2Ist0yWluyoIQuBQY9SguKIAhWW5elm/6IhYJESmICKs4UNLASdugiAIdSFgYm6CIAj1QcRNEARHIuImCIIjEXETBMGRNIm4jRkzRga0C4Lgk+eee05rxLp166w9B0+TiBtHEDCFI8daNFkQBMEdTmfGSTEaMnmjScQthsuZuVw+V8ERBCF4obDR+KHlxhl+Gooms9yIr8VeBEEIXjjyiGuicBKMhhxx1CTixkHvtNwyMjKsPYIgCCZcHoDixoWgAk7cWrVqpc3NLVwwQxAEwQ3O08h4fMuWLXcvK9AQNIm4nXfeeZg/fz7OOussa48gCMIe0tPTMXDgQD1mvKGQsaWCIDQ7XBuF7mlkZGSDTYjR5OKWnZ2NDz74ACtWrLD27KFv376YOHHiXj0mf/31F1577TXr2d6MGzcOJ554ovXMXCPxq6++wrfffmvt2QNd4wsvvBCdO3e29kBPevnOO+9g48aN1p49DBo0CFdccYX1zGThwoWYPHmy9WwPNKVPPfVUjObCuxb8oT7//HPMmDHD2rOH9u3b4+KLL0br1numXt68eTPefPNNZGZmWnv2cOihh2LChAnWM5PZs2fj7bfftp7tgT3TZ555Jg477DBrD/TMxR9//DHmzJlj7dlD165dcemll+p4h83atWsxZcoU5OebK4K7M3LkSIwfP956ZjJz5kxMnTrVerYHrmlx7rnn6hbZpqSkBPPmzdPf29bLcnfTp0/HZ599Zj3bA6/r/PPPx+DBg6095nW99957WLRokbVnD71798YFF1yA5ORkaw+wbNkyfTyXhPTkpJNO0ps7LEvffPON9WwPvFf87D59+lh7zHV0+dneyjXLEo/nNdgsWLBAH0+XzJPTTz8dxx13nPXM5JNPPsFPP/1kPdsDXTl+Nu+nzY4dO/Duu+9i/fr11p49DB8+XB/vHtv6448/9Ll4W3yJXtcoj4Wkeexvv/1mPdtDhw4d9Ge3a9fO2gNdt3j8tm3brD17OPLII3X5aDQobk3JunXrjBNOOIGCus+mxMqorKy0jjT58ssvDaXkXo9/8MEHraNMqqurjXvuucfrsaogGr///rt1pIkSTkP92F6PVy60ddQeVAX2emx0dLTx3HPPWUeZqIpnXH/99V6PHzJkiKEqmnWkydy5c41evXp5Pf6iiy6yjtqDEkKvx6akpBhKmKyjTFSDYigx9Xq8Eitjy5Yt1pEmSqyMNm3aeD1+0qRJ1lF7eOmll7weq8TLUJXSOspEVThDia9xxx13GI8//rihRMF6xeT//u//vH6WEil9/93hdfGzvB0/duxYQzUY1pEmSqwMVfG8Hn///fdbR+3hvvvu83qsapyMr7/+2jrKRFVin+X67LPP3uc6VQNvKJH0evyTTz5pHbWHW265xeuxSsT17+UOy9YRRxzh9fhLLrnEKC8vt440UQ22ERYW5vX4V1991TpqD1dddZXXY1UjbCjRto4yUY2woRo3r8dfe+211lGNQ7O4pXqBFy9fS3PUs7eEx/laZJkWnmdeDFsfby0QP5vHupu8/Gwe6+/n4u2zazsXnrf7Z5Pa7nlTngutiauvvlpbe0wBePrpp3HTTTdZr9bvnpHajvf2+9Xnuup7Lr7usbfP9rdzqU9Zqs+51Pc6GxKJuQlNSkFBAe68887doQa618OGDdOPBaEhaTzZFAQvcCUzxhy5Whl7xtzjcYLQkIi4CU0KXZbU1FQdXGcnD3vHBKExEHETmhz2YFLc2LsmCI2FiJvQ5KSkpOhxhN5SQQShoZAOBaHJYafCn3/+qXvijj32WGuvIDQsIm6CIDgScUsFQXAkIm6CIDgSETdBEByJiJsgCI5ExE0QBEci4iYIgiMRcRMEwZGIuAmC4EhE3ARBcCQiboIgOBIRN0EQHImImyAIjkTETRAERyKzgghNTlVVlV5ejwvExMbGIiEhwXpFEBoOETeHsW7dOmzZskWvTeC+ZifJyMjA0qVLcfjhh+sVibgm7IABA2oVF869Nn/+fL3uQZcuXfZarWjNmjV6c185ietocj1PTkbpDQob13L93//+pwWO63Nee+211qsHRllZmT7PFi1a7LNSkxC8iFvqMLio83333ed1AeZPP/0U999/vxYALrH35JNPasHzBds9LqDMpfheeeUVFBUVWa+YcPHru+66Cy+//LLe+Hk33HAD7rjjDuTk5FhH7U1WVhb+85//aGHjgtr9+vWzXjlwVq5cib///e8oLy+39giCiJvjoIXFVaUoSrRobCgmv/76q169nitQcUV8rv5P19AXtMh++eUXLWp8r+dK7YWFhXrK8FdffVVv//3vf3H55Zfjww8/xEMPPWQdtTdccZ7Cx5XPL7nkEhx11FHWKwdObm6uPk9fa28KwYmIm8NIS0vDyJEj8f3332Pnzp3WXmDVqlXawhk7dqy1Z/9QAL/44gtcdtllWjBpqXkSFRWFzp07661bt2648sorcdJJJ+Htt9/G9u3braNMKEL8LLq5FMJTTz1Vfz4txBUrVujnXA2L4nvvvfdix44d+n0Uw3/84x9o06aNXhKwV69e+O6777Sl9tZbb2lLkd91xhln4Pzzz9dTmE+bNg133323doNtvvzyS72PLjnd9wsuuAAvvvgiDjnkED3lOQWa5/L1119r15rf1aNHD32u7g2FEBiIuDmM6OhoHVOjMGzatEnvo0Uzd+5cHZOqzzqh06dP1+89++yzMXjwYHz11Vd7iYUvjj/+eC0gu3btsvaYUAgpYK1bt8aQIUO0EHXv3h1r167FzTffjPDwcLz++uvavf3888/xwgsvaEuPQsRz4TFvvPEG+vbti/POOw/Lly9H//79ddyOMb7x48fjrLPO0iK4detWLFiwYK+VzhmLtPfR6vzoo4+0oPH66HZTlL/55hstgOPGjdPfxXN85plntOB5W2Vd8F9E3BwI41gUDYoRoeVDa2bEiBHajawrFBcKSe/evTFmzBgsXLhQW1j7o2fPntajvaHwnn766Vp8KJYUDh67ZMkSHYujdUZXldbfLbfcol3rbdu26RXpP/jgA+3yckGZq666SluVtAD5OSeccIK29ih4FKq6LhlIK/Gaa67B7bffjokTJ2qrl50dPCdagxdddJEW1COPPBIzZ87cJ+Yo+Dcibg6Eix3TeqO1wwpJi2Xjxo047LDD9HqhdYFu7B9//KF7P/k5jLdRUN58803rCN/k5+dbj/YPLUFamLQ0H330UVx66aW44oor8O6772pXkxYWBe7f//63FjdujzzyiD6XgyUpKUm707QYCa1E3itahBQ1ngs7SHgf2PEiHRaBhYibA2H8iK4hBYmB9lmzZmmrpD4u6fvvv68tG/aqTp48Wfe0MmXknXfe0VZWbdjucF2gi0jRYHwrMTFRp69wo/VJyy49PV1bkHQRjznmGO160n3k8Q0N3U6eCy1M+zx430aPHq17dulWC4GDiJtDoSvXqVMnHXCn5UVhY6yrLtBaoojRcmEQ/uOPP9YbH1Mwf/jhB+vIvaFQsdOAAXiKUl3cQwoog/e0EG+66SYd3+L29NNP6zSTdu3a6dQRivX111+Piy++2Ke4ucfXCONudg8qhYtCXZtryYTirl276ty/Bx98cPe5PPXUU9pdpusrBA4ibg6G4sS0DMbJTjnlFGvvHpj4umjRIvz222+7Nyb5UsRKS0v1+91hLIoxLgqd7aLxM+z38rvYA0lRoYtZVzGgCNPapIjNnj1bB/2nTJmiP4/nwd5fnqdthdJldXdLKZB8P3tImZjMFBd+Jt1MurN8Lz+Pvb2eAugOLTZeH6+FjcLixYvx+++/46WXXtL7anuv4H+EPqCwHgsOg5YaK+cRRxyhXTymc9gwLkYLjEF5Wnb2tmHDBi0ODPozcO8JrZvNmzdj6NChujeU8SmKBt/LjoHU1FQdpzrnnHOsd+wNBWf16tU6nYOuJ0WJnRw8V8a2fv75Zy1w/CymlrBDg1Ynheann37SnQwdO3bUFhk7F/g5jCPyXNjTyfOhK8n4Io9hryvfy5gjxZl5gEyHoQW3bNky/RncRzj6gpYiRY7XxO/i+TAxetCgQfp73UdoCP6NDL9yOKzAjB1RrNyhyFDIPKEVRBeO8SVvbiUtNQb/+Xm0qhh/s4sQ30txY6De1zAoWnwMzlMk3YdLsWOBn0W3lp9Hq48dI7Ygs3OBAsbnFCOeO11ffh/h+3gMP4/v4zXzGilqhOfEjoPi4mJt1TFvjbFBXoenhcnX+Fl8P8WM38GNQiwEDiJugiA4ErGxBUFwJCJugiA4EhE3QRAciYibIAiORMRNEARHIuImCIIjEXETBMGRSJ5bA8DEUM5DJghNBad+r+sML8GKiFsDwGx2zxEAgtCYcEgYR2gIvhFxawBsceOsFQe7klNDY4/h5Kyz/gYHxHN2Dw6I9ye4wM7UqVP1tOz+Bqd/4qzBIm51gOImHBwZGRlsIIwHHnjA2uM/8LyGDh1qPfMvWrVqZbRr18565j9ceeWV+r75I/fee68+NyVu1h7BF9KhIAiCIxFxEwTBkYi4CYLgSETcBEFwJCJuQp3JK62C9K0LgYKIm1BnPl+YjYx8Wd7uYCiuKEB+abb1TGhMRNyEOlFdY2B9Vik+np+lHzcqXNk9J4dzmls7nEF1TRXmb/kJa7OXWHuExkTETagThWXVKFBu6ZKtRVi5o8Ta20hwXYX162HccQeTB4Gvv2ZKvvVi4JJZuBkz136m7mWetUdoTETchDqRWVCBimoD5VUGflyei6rGtN4obr17c1UXuF54AZgwARgxAsZZZ8HgGF4u+hKAwb+v/pqCXcWZ2jUVGh8RN6FOUNwqq2v0ylTrs0uxLKPYeqWRiIuD65ZbYBx2mOmiKkvO9ckncF19NdClC4zhw4HHHgOWLlX+nrnwsj+zJOM3LM+cC0P9V1JZqBqKMusVobEQcXMSRgVQsR0o/gsoo3VTZb1w8GQWVCpxM62lXcVVmL+xEKUVNfp5o5GeDtcjj3CArLXDxFDCB4rbMccAXbsCfr7kXn5pDn5Y8a71DCgpL1QWsIhbYyPiFsgYlUDpeiDvRxjbJyt37Z/A2huBlX8DtvwfUNUwsR12IOQUVyhX1Hxeo6y3v5TltiGnTNkhjczgwTCefRZwm3XFVVgI/PQTjN9/N606P4adCHM3/4CdxdusPUrcKouUuJVaz4TGQsQtkKAlRjHL/hTGpgdhrFAituoSYPUkuNbfCmxWVk7Wh0DRIhgFf6qa1TCxHXYm5JdWIzbCXEA5NiIUcREh+GurqqSVjWy9KVwnnAA8+CDAxZM7dzZjccuXw3X//cBNN8HgrCKVSuj9kIz8DVi87TdUVimr2qJUiVuFiFujI+LWnNCNLFllPfFB+RYtWMba62EsPAJYNEoJ2uVwbXkCrqypyueZpWrLGmWl5cMIiYSRdCSMDn+Hq+tTQHhr60MODibvJkWH4vg+5uruEWEuHNM7GekJESgub4J4FzsYxo8HrrsOxtixwMsvA506KdVVFtwXXwB/UyLPjoeqhnPDG4IK5XquzlqIXi2HICE6Re8LCwlXlm81yqoaucdZEHFrepQjV1MG5Cq3aomySMKSTIusWrXk1aqylm8Fdr4HY/VEGHN6ArO7AMvPhWvbS8odm6NqzA71flaMUCVeaUrMjgY6PgAM/AWukUVwDZwBV+dHlXVzjDok2vzKg6S62lDCloL+7WL1c/aYMv52dM8kJMaE632NDuNsEyfCNWQIcNRRwOLFMC5RVmtEhLo3yuW77TYYJ54IrFFC7ydWXGV1OXq3HIpDOx4H2rwhrhD0ajUUPZXYVVbvseSExkHErSlRlppRMA9Yf7sSrLOVm3UYjOKlwLZXgLXXwlg0UolZR2DFBXBt/xdcpat17xrCWwDRSugSj4CRfj4Milc/ZbEcukKJ2c/KilHuWZKq8K4w64salk5pUeiYGoW2SZG6kpZX1Wg3lYQ1ZQnqqO7NKacAyclAQgJcr70GTJ5s9pxGqnObPt0UvpdeUvdUCR6TgZuR2MhEtEnsgpzi7ahQYhbiCkWXlH4Y0HoEEqPSrKOExkLErako2whjy3NwrbkKyFBiVl0AV86ncC07HVh3I7BjClxFS5QA1sCIaA0jYQSQfgHQ/k4YdDF7/Rfo8xFcvd6Eq90tSsxGK9Ez3cTGJjTEpbfYyFDEK/eUHQwFpZVa5Joczj5rrx2gBA3nKquWuW+TJsFIUa7f9u2cShfGTTcBFDs/yIfLLNyCqholbiGhaJvcBe2TuyMtTv3GMlC3URFxa2yqi2FkvgOsugzY9KAO9lPAYCjLp2S1er0EBi2z5OMAilavN+Dq/Q5cPf8NdFNi2OmfcLW8WFkqSuwiWinrrHnTHmi9EXYylFT4QX5ZiCrCAwYA7FyYMgXGqFHqHiv3/JNPgOuvh6GEDrt2WQc3BwZ2FGxGlbLcQtVv1zq+o7bgGHtzMZYoNBoibo2GapVLVsFYdQVca68H8n6BS8fK9mBEtNHupWvIQqD3+0Dnh4CWfzOtspg+pjvazGLmSbukKP2X4lZa4UeWB3tQlcvqekc1JLffDoPW3erVcD31FIyTTgJ+Vu57M1hKJRWFKCjLQY1q0JJi0hEfpVxqoUkQcWtMwhLgan2FssCeh9HlMRht6DqNgxE3WFlhreEyyoAtT5idBGHKpQqhu+XfP0mrxAj9t8BfLDd3aAm1bw88+ijw5ptAz566B9U1ezaMc84BnnyyyfPi8kqzd48lbZ+kzkdHLYWmQMSt0VCFWAkYko/V1pir/Z1wdX8Frv7TlKW2ADh8KzB0BaD2waUEg2khAUDbZEvcSquaJg3kQAgLg+vMM4FvvoFx6aXqpNvCpVxT4+67YVx+OfDrr0Bp0+SZUdyKK/L1465pyhoXmgwRt2ZD3fqIdCC2PxCnthAzluXvtE2OQojS7ZKKGr35dUi8c2e4XlGNx9NPA8ceC1d4OFyffw5ccAEM5a7SbW1MV5U93bklO1FUbopb59S++q/QNIi4CfUiOjwEcZGheghWbkll48/tdrAoKw5nn22mh9x6K4zUVGDLFrgefxwG15idNg0ob5wJODkqgbOAMN8tMSoVKTGtrFeEpkDETagXDGu1iDcTd3OKK1FlDab3aziwnvE35Za6PvwQRo8eyvQsgeunn/TwLZ342whwmFV28Xb9uF1yV4SG+PcAf6ch4ibUi1ClbunxZtwtq1CJm79bbu6wB3X0aLiWLIFx3XVAYiJwxhlAhw7WAQ1LWWUxckvNSTbbJXXXf4WmQ8RNqBe03FomRuqEXoarAjIPlaMZGHPjuNSJE/Voh0ZB3avYiASkxbaWeFszIOIm1At2JgzpGIfzh6VjbL9kHYMLSDi6YeRIoHvjWVRpsW1w5sBJOGfwDeiQrFxhoUkRcRPqBbPqO6dF4+ieyejbJg5hoUrtBK+EhoShRVw79EgfrBqBOGuv0FSIuAmC4EhE3ARBcCQiboIgOBKXIfOuHDTbt29HmzZtMHr0aBzF+cT8iAceeECf21VXXWXt8R+eeuophISE4JZbbrH2+Adffvkl5s+fr++dv/Hzzz9jxowZyMzMRDqnfxJ8IuLWANjiJghNhYjb/hFxawCqq6t1YROEpqJVq1ba6hV8I+ImCIIjEekXBMGBAP8Peo1+xMdi05wAAAAASUVORK5CYII="}}},{"cell_type":"code","source":"#BOVW 기술자와 VLAD 기술자 중 어떤 것을 사용할지 선정\n\nargs_desc = \"BOVW\" # \"BOVW\" or \"VLAD\"","metadata":{"papermill":{"duration":0.151214,"end_time":"2024-05-14T06:26:32.175370","exception":false,"start_time":"2024-05-14T06:26:32.024156","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# -------------------------------------\n# [Empty Module #3] BOVW 알고리즘\n# -------------------------------------\n\n\n# -------------------------------------\n# BOVW(descriptor, codebook): \n# -------------------------------------\n# 목적: Histogram (즉, 빈도수)를 계산하기 위한 함수 (BOVW 기술자를 계산하기 위한 함수)\n# 입력인자: descriptor - 한 이미지에서 추출된 기술자(descriptor)들의 모음 ([1024,128] --> DenseSIFT의 경우 1024)\n#          codebook - 학습데이터 전체를 대표하는 codeword들의 모음 ([200,128])\n# 출력인자: hist - feature의 codebook 빈도수(즉 histogram)을 flatten한 Matrix\n# -------------------------------------\n\n\ndef BOVW(descriptor, codebook):\n        \n    # ------------------------------------------------------------\n    # 구현 가이드라인\n    # ------------------------------------------------------------\n    # 1) scipy.cluster.vq 를 사용해 각 특징점(visual word)과 가장 유사한 codebook의 Index를 반환\n    # 2) 구한 Index들 histogram을  np.histogram 을 사용해 histogram을 구한다\n    # 2-Tip) np.histogram 사용시 bin의 range를 (0, n_codeword+1)로 설정\n    # ------------------------------------------------------------\n    # 구현 가이드라인을 참고하여 아래쪽에 코드를 추가하라\n        \n    \n    \n    \n    \n    # ------------------------------------------------------------\n    return hist\n","metadata":{"papermill":{"duration":0.166898,"end_time":"2024-05-14T06:26:32.495954","exception":false,"start_time":"2024-05-14T06:26:32.329056","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# -------------------------------------\n# [Empty Module #4] VLAD 알고리즘\n# -------------------------------------\n\n\n# -------------------------------------\n# VLAD(descriptor, codebook): \n# -------------------------------------\n# 목적: VLAD 기술자를 계산하기 위한 함수\n# 입력인자: descriptor - 한 이미지에서 추출된 기술자(descriptor)들의 모음 ([1024,128] --> DenseSIFT의 경우 1024)\n#          codebook - 학습데이터 전체를 대표하는 codeword들의 모음 ([200,128])\n# 출력인자: V - 계산한 VLAD 기술자\n# -------------------------------------\n\ndef VLAD(descriptor, codebook):\n\n    #VLAD 기술자를 담기 위한 변수\n    V = np.zeros([codebook.shape[0], descriptor.shape[1]]) \n    \n    # ------------------------------------------------------------\n    # 구현 가이드라인\n    # ------------------------------------------------------------\n    # 1) scipy.cluster.vq 를 사용해 각 특징점(visual word)과 가장 유사한 codebook의 Index를 반환\n    # 2) 동일한 대표 특징점(codeword)으로 할당된 특징점(visual word)들의 벡터 합 계산해 V[i]에 저장\n    # (한 이미지에서 얻게 되는 VLAD 기술자인 V의 shape은 (n_codeword,128))\n    # ------------------------------------------------------------\n    # 구현 가이드라인을 참고하여 아래쪽에 코드를 추가하라\n    \n    \n\n    \n    \n    \n    # ------------------------------------------------------------\n    \n    # 후처리 과정\n    V = V.flatten()\n\n    V = np.sign(V)*np.sqrt(np.abs(V))\n    if np.sqrt(np.dot(V,V))!=0:\n        V = V/np.sqrt(np.dot(V,V))\n        \n    return V","metadata":{"papermill":{"duration":0.160022,"end_time":"2024-05-14T06:26:32.802638","exception":false,"start_time":"2024-05-14T06:26:32.642616","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# **+<Spatial Pyramid Matching 기법>**\n* **Spatial Pyramid Matching 방법에서는 여기에 추가적으로 이미지를 점진적으로 세분(level 1에서는 2x2로 분할, level 2에서는 4x4로 분할, ...)해 가면서 각각의 분할 영역마다 별도로 히스토그램을 구한 후,**\n* **이들 히스토그램들을 전부 모아서 일종의 피라미드(pyramid)를 형성**\n* **(level=0일 경우 Spatial Pyramid Matching을 적용하지 않고, 영상 전체에 대해서 한번만 기술자를 추출한다.)**\n","metadata":{"papermill":{"duration":0.146249,"end_time":"2024-05-14T06:26:33.140045","exception":false,"start_time":"2024-05-14T06:26:32.993796","status":"completed"},"tags":[]}},{"cell_type":"markdown","source":"## **[Empty Module #5] cut_image**\n* **Spatial Pyramid Matching 기법 적용을 위해 입력 이미지를 자르는(cut) 함수**\n* **입력 이미지를 입력 level에 맞게 잘라서 새로운 리스트(cutted_img)에 담은 뒤 return 하는 역할**\n* **만약 level=1일 경우 함수에서 반환하는 리스트(cutted_img)의 길이는 4가 된다.**","metadata":{"papermill":{"duration":0.147674,"end_time":"2024-05-14T06:26:33.434229","exception":false,"start_time":"2024-05-14T06:26:33.286555","status":"completed"},"tags":[]}},{"cell_type":"markdown","source":"![image.png](attachment:8ba81834-2d66-4fca-b49c-dc86b5854b0a.png)","metadata":{"papermill":{"duration":0.146066,"end_time":"2024-05-14T06:26:33.729692","exception":false,"start_time":"2024-05-14T06:26:33.583626","status":"completed"},"tags":[]},"attachments":{"8ba81834-2d66-4fca-b49c-dc86b5854b0a.png":{"image/png":"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"}}},{"cell_type":"code","source":"#Spatial Pyramid Matching 의 사용 여부 결정하기\n#[0]으로 세팅할 경우 전통적인 기법들 처럼 level 0만 사용하게 되고,\n#[0,1,2]로 세팅할 경우 level 0,1,2 모두를 더해 예측에 사용\n\npyramid_levels = [0,1,2] # [0] or [0,1], [0,1,2] 로 세팅 가능","metadata":{"papermill":{"duration":0.153763,"end_time":"2024-05-14T06:26:34.029106","exception":false,"start_time":"2024-05-14T06:26:33.875343","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# -------------------------------------\n# [Empty Module #5] cut_image 함수\n# -------------------------------------\n\n\n# -------------------------------------\n# cut_image(img, level): \n# -------------------------------------\n# 목적: Spatial Pyramid Matching을 위해 입력 이미지를 level에 맞게 자르는 함수\n# 입력인자: img - 자르고자 하는 입력 이미지\n#          level - 자를 level 선정 (overview 그림 참고)\n# 출력인자: cutted_img - 자른 이미지를 담은 리스트\n# -------------------------------------\n\ndef cut_image(img, level):\n\n    if level == 0:  # level이 0이기 때문에 Spatial Pyramid Matching을 적용하지 않는다. 따라서 입력 img 그대로 return \n        return [img]\n    \n    else:    # Spatial Pyramid Matching을 적용하는 경우\n        h_end, w_end, _ = img.shape #입력 이미지의 높이와 너비\n        cutted_img = [] #자른 이미지를 담을 리스트\n\n        w_start = 0\n        h_start = 0\n\n        w = w_end // (2**level)\n        h = h_end // (2**level)\n        \n        # ------------------------------------------------------------\n        # 구현 가이드라인\n        # ------------------------------------------------------------\n        # 입력 level에 맞게 입력 이미지를 잘라서 cutted_img에 append 해주기\n        # 반복문 돌때마다 w_start와 h_start 를 새롭게 갱신해주기\n        # ------------------------------------------------------------\n        # 구현 가이드라인을 참고하여 아래쪽에 코드를 추가하라\n    \n        for i in range((4 ** level)):#레벨 1에서는 원본이미지를 4등분(2x2), 레벨2에서는 원본이미지에서 16등분(4x4)함\n\n            \n            \n            \n            \n\n        # ------------------------------------------------------------    \n\n        return cutted_img","metadata":{"papermill":{"duration":0.155775,"end_time":"2024-05-14T06:26:34.329620","exception":false,"start_time":"2024-05-14T06:26:34.173845","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# 학습, 테스트 이미지를 세팅한 pyramid_levels 에 대해 자르고(cut),\n# 자른 이미지에 대해 각각 BOVW 또는 VLAD 구하기\n\ntrain_vec = []\n\nfor level in pyramid_levels:\n    pyramid_histogram = []\n    for train_img in tqdm(train_images):\n        \n        pyramid_hist = []\n        cut_imgs = cut_image(train_img, level)\n        \n        for cut_img in cut_imgs:\n            desc_cut = extract_descriptor(cut_img, isDense = isDense)\n            if desc_cut is not None:\n                if args_desc == \"BOVW\":\n                    hist_cut = BOVW(desc_cut, codebook)\n                elif args_desc == \"VLAD\":\n                    hist_cut = VLAD(desc_cut, codebook)\n\n                pyramid_hist.extend(hist_cut)\n                \n        if len(pyramid_hist) !=0:  \n            pyramid_histogram.append(np.array(pyramid_hist))\n        else:\n            # 일반 SIFT (Dense X)에서 SIFT 검출이 안된 이미지의 경우 에러 방지를 위해 임의로 0 채우기\n            pyramid_histogram.append(np.zeros(200).astype('int64'))\n        \n    train_vec.append(np.array(pyramid_histogram))\n    \ntest_vec = []\n\nfor level in pyramid_levels:\n    pyramid_histogram = []\n    for test_img in tqdm(test_images):\n        \n        pyramid_hist = []\n        cut_imgs = cut_image(test_img, level)\n        \n        for cut_img in cut_imgs:\n            desc_cut = extract_descriptor(cut_img, isDense = isDense)\n            if desc_cut is not None:\n                if args_desc == \"BOVW\":\n                    hist_cut = BOVW(desc_cut, codebook)\n                elif args_desc == \"VLAD\":\n                    hist_cut = VLAD(desc_cut, codebook)                \n\n                pyramid_hist.extend(hist_cut)\n        \n        if len(pyramid_hist) !=0:\n            pyramid_histogram.append(np.array(pyramid_hist))\n        else:\n            # 일반 SIFT (Dense X)에서 SIFT 검출이 안된 이미지의 경우 에러 방지를 위해 임의로 0 채우기\n            pyramid_histogram.append(np.zeros(200).astype('int64'))\n    \n    test_vec.append(np.array(pyramid_histogram))","metadata":{"papermill":{"duration":1154.507767,"end_time":"2024-05-14T06:45:48.981819","exception":false,"start_time":"2024-05-14T06:26:34.474052","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"---------------------------\n# **5. SVM : 분류기 학습**\n## **[Empty Module #6] SVM**\n* **앞서 구한 정보를 사용하여 SVM 분류기 학습**\n* **베이스라인 파라미터는 default 유지. 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"}}},{"cell_type":"code","source":"train_vectors = np.array([])\n\nfor vec in train_vec:\n    if train_vectors.size == 0:\n        train_vectors = vec\n    else:\n        train_vectors = np.hstack((train_vectors, vec))\n        \n        \ntest_vectors = np.array([])\n\nfor vec in test_vec:\n    if test_vectors.size == 0:\n        test_vectors = vec\n    else:\n        test_vectors = np.hstack((test_vectors, vec))","metadata":{"papermill":{"duration":0.756663,"end_time":"2024-05-14T06:45:53.479136","exception":false,"start_time":"2024-05-14T06:45:52.722473","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# -------------------------------------\n# [Empty Module #6] SVM 분류기 학습\n# -------------------------------------\n\n\ndef SVM(train_vectors, train_labels, test_vectors):\n        \n    # ------------------------------------------------------------\n    # 구현 가이드라인\n    # ------------------------------------------------------------\n    # 모든 baseline성능은 clf = svm.SVC(random_state=seed) 로 예측한 성능임\n    # 분류기로 예측한 최종 예측값을 반환하는 함수\n    # ------------------------------------------------------------\n    # 구현 가이드라인을 참고하여 아래쪽에 코드를 추가하라\n    \n\n    \n    \n    \n    # ------------------------------------------------------------    \n    \n    return predict","metadata":{"papermill":{"duration":0.776644,"end_time":"2024-05-14T06:45:54.971505","exception":false,"start_time":"2024-05-14T06:45:54.194861","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"predict = SVM(train_vectors, train_labels, test_vectors)","metadata":{"papermill":{"duration":50.698513,"end_time":"2024-05-14T06:46:46.380720","exception":false,"start_time":"2024-05-14T06:45:55.682207","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"---------------------------\n# **6. 제출**\n* **예측한 정보 csv로 제출**","metadata":{"papermill":{"duration":0.771067,"end_time":"2024-05-14T06:46:47.887281","exception":false,"start_time":"2024-05-14T06:46:47.116214","status":"completed"},"tags":[]}},{"cell_type":"code","source":"submit = pd.read_csv('/kaggle/input/2024-ml-project2/submission.csv')\nsubmit['Category'] = predict\nsubmit.to_csv(f\"Dense_{isDense}_{args_desc}_{pyramid_levels}.csv\", index = False)","metadata":{"papermill":{"duration":0.787291,"end_time":"2024-05-14T06:46:49.392508","exception":false,"start_time":"2024-05-14T06:46:48.605217","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"---------------------------\n# **<성능 향상을 위한 팁>**\n* ###  **VLAD 기술자의 경우 벡터들의 합에 대한 정보를 가지게 됩니다. 이때 최종 벡터 합들의 크기 값을 균등하게 scaling 해 보면 어떨까요?**\n* ###  **결국 이미지를 표현하는 기술자들은 codebook의 codeword와의 계산을 통해 구해집니다. codeword의 역할에 대해 잘 생각해보시길 바랍니다.**\n* ###  **Spatial Pyramid Matching에서 level 값을 더 다채롭게 조정해보면 어떨까요?**\n* ###  **PCA 차원 축소를 통해 메모리 부족 이슈가 있는 VLAD 에서도 Spatial Pyramid Matching을 사용해보면 어떨까요?**","metadata":{"papermill":{"duration":0.703952,"end_time":"2024-05-14T06:46:50.828502","exception":false,"start_time":"2024-05-14T06:46:50.124550","status":"completed"},"tags":[]}},{"cell_type":"markdown","source":"---------------------------\n# **<주의사항>**\n* ###  **SVM 분류기 외 타 분류기 사용 금지**\n* ###  **성능 향상을 위해 인공 신경망 사용 금지**\n* ###  **BOVW, VLAD 외 타 기술방식 사용 금지**\n* ###  **스켈레톤 코드의 전체 틀 외 자유롭게 변경하여 성능 향상 가능**","metadata":{"papermill":{"duration":0.769704,"end_time":"2024-05-14T06:46:52.366230","exception":false,"start_time":"2024-05-14T06:46:51.596526","status":"completed"},"tags":[]}},{"cell_type":"markdown","source":"* * *\n ###  **본 텀프로젝트와 관련된 문의가 있으시면 [조교 김주연] 에게 문의 바랍니다!**","metadata":{"papermill":{"duration":0.758408,"end_time":"2024-05-14T06:46:53.839490","exception":false,"start_time":"2024-05-14T06:46:53.081082","status":"completed"},"tags":[]}},{"cell_type":"code","source":"","metadata":{"papermill":{"duration":0.711835,"end_time":"2024-05-14T06:46:55.265776","exception":false,"start_time":"2024-05-14T06:46:54.553941","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]}]}