{"cells":[{"metadata":{},"cell_type":"markdown","source":"In this notebook, I present some basic functions of PyTorch for biginner like me. I have picked up these functions and checked their operations with elementary Python code.\n\n[PyTorch tutorial](https://pytorch.org/tutorials/intermediate/torchvision_tutorial.html) and [ @pestipeti's notebook](https://www.kaggle.com/pestipeti/pytorch-starter-fasterrcnn-train)(which is one of the most famous notebook in \"Global Wheat Detection\") provided useful reference points for my understanding. I have compared the tutorial with the notebook as shown below. Then, I present 2 fuctions operation, \"transform()\" and \"DataLoader()\".","execution_count":null},{"metadata":{},"cell_type":"markdown","source":"![Wheat_differences.jpg](attachment:Wheat_differences.jpg)","attachments":{"Wheat_differences.jpg":{"image/jpeg":"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"}},"execution_count":null},{"metadata":{},"cell_type":"markdown","source":"# Overview:\n1. Show a wheat image and some bboxes\n2. transform() operation\n3. DataLoader() operation","execution_count":null},{"metadata":{},"cell_type":"markdown","source":"# 1. Show a wheat image and some bboxes","execution_count":null},{"metadata":{"trusted":true},"cell_type":"code","source":"import pandas as pd\ntrain = pd.read_csv('../input/global-wheat-detection/train.csv')\ntrain","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"show the first image; \"*image_id = b6ab77fd7*\"","execution_count":null},{"metadata":{"trusted":true},"cell_type":"code","source":"# import matplotlib.pyplot as plt\n# import matplotlib.image as mpimg\n\n# img_1st = mpimg.imread('../input/global-wheat-detection/train/b6ab77fd7.jpg')\n# imgplot = plt.imshow(img_1st)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"import cv2\nimport matplotlib.pyplot as plt\n\nfig, ax = plt.subplots(1, 1, figsize=(16, 8))\n\nimg_1st = cv2.imread('../input/global-wheat-detection/train/b6ab77fd7.jpg') \n\n# Readed on cv2 format is BGR. But matplotlib shows as RGB format.\nimg_1st = cv2.cvtColor(img_1st, cv2.COLOR_BGR2RGB)\nprint(img_1st.shape)\nplt.imshow(img_1st)","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"show bboxes on the first image","execution_count":null},{"metadata":{"trusted":true},"cell_type":"code","source":"data_1st_image = train[train['image_id']==\"b6ab77fd7\"]\n#print(data_1st_image)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"import re\nimport numpy as np\n\ndata_bboxes = data_1st_image['bbox']\n\nb_list = [0,0,0,0]\nfor b_str in data_bboxes:\n    b_value = np.array(re.findall(\"([0-9]+[.]?[0-9]*)\",b_str))\n    b_list = np.vstack([b_list,b_value])\n\nb_list = b_list[1:]\n#print(b_list)\n#b_list.shape","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"collapsed":true},"cell_type":"code","source":"data_1st_image.loc[:,'x'] = b_list.T[0].astype(np.float)\ndata_1st_image.loc[:,'y'] = b_list.T[1].astype(np.float)\ndata_1st_image.loc[:,'w'] = b_list.T[2].astype(np.float)\ndata_1st_image.loc[:,'h'] = b_list.T[3].astype(np.float)\n#data_1st_image","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"This bbox value is *COCO Bounding box* format.\nTo show bboxes with cv2.rectangle, we must convert the format (like a *Pascal VOC Bounding box* format). \n\n* 　COCO　：　(x-top left, y-top left, width, height)\n* 　Pascal VOC　：　(x-top left, y-top left,x-bottom right, y-bottom right)","execution_count":null},{"metadata":{"trusted":true},"cell_type":"code","source":"boxes = data_1st_image[['x', 'y', 'w', 'h']].values\nboxes[:, 2] = boxes[:, 0] + boxes[:, 2]\nboxes[:, 3] = boxes[:, 1] + boxes[:, 3]\n#print(boxes)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"import cv2\nimport numpy as np\n\n# cv2 can't show with float values. \nboxes_ = boxes.astype(np.int32)\n\nfig, ax = plt.subplots(1, 1, figsize=(16, 8))\n\nfor box in boxes_:\n    cv2.rectangle(img_1st,\n                  (box[0], box[1]),\n                  (box[2], box[3]),\n                  (255,0,0),3)\n\nplt.imshow(img_1st)","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"# 2. transform() operation\n\n\"transform()\" function is an argument of preprocessing class in PyTorch【1】. PyTorch tutorial use a typical transform() function; \"get_transform()\" from train.py【2】. And Albumentations provide some image processing fucntions【3】. So, we can combine these functions and make an original transform().\n\nLet's make an example of original transform() and confirm its operation. One of the most famous notebook in \"Global Wheat Detection\"【4】is a good example. It has flip and tensor convertion function in transform().\n\n\n【1】 [PyTorch Tutorials \"TORCHVISION OBJECT DETECTION FINETUNING TUTORIAL\"](https://pytorch.org/tutorials/intermediate/torchvision_tutorial.html)\n\n【2】[github pytorch/vision/blob/master/references/detection/train.py](https://github.com/pytorch/vision/blob/master/references/detection/train.py)\n\n【3】[github albumentations/albumentations/augmentations/transforms.py](https://github.com/albumentations-team/albumentations/blob/master/albumentations/augmentations/transforms.py)\n\n【4】[Pytorch Starter - FasterRCNN Train  @pestipeti](https://www.kaggle.com/pestipeti/pytorch-starter-fasterrcnn-train)","execution_count":null},{"metadata":{},"cell_type":"markdown","source":"According to【1】&【2】, transform works in def __getitem__(). Esperially in 【3】, it needs arguments of \"img\", \"bboxes\" and \"labels\" . 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Gvwz8R3Gp2mg+O9GudDv59OkSO7hhnjMbtEzo6BwGyCyMM9QelAH5c/tc/C5vjtf/APBLDwhJ4i8TeGrbxJo93aX1/oN81lqBtm8L23nxRzr80fnQmSFnXDhJn2lWwR6V8Af2XfBv/BMr/gub4S+Hvwfg1bwt8O/i/wDC/U9S1fwuNUubzTv7UsbuDy79RcSSMszRFo2Ibnk9WY19c6z/AME5vA2ueKP2eNWl1HxQtx+zRDLB4WRLqEJerJp62B+2AwkyYiRWHlmL5+eR8tdF4v8A2M/C/jX9s7wd8c7u915PFvgfw/feG7C0iniGnSW946PK8iGMyGQFAFIkVQCcqeoAPW6/MH9gv4ran8CPAX/BTLxxotmdR1nwb8UfFmu2FoE3/abi10mKeOPHfc6KMe9fp9Xjv7N37EPg/wDZh1/4t3+iz6xqn/C5/Fd14v1621aSGeCO6uIo4pIoVWJMQFYx8shc8tliOAAfm78Ev+CR3wj/AGhP+CRdh+0J4213xbrPx98UfD6Tx5P8VJvFWoR6to2ovZveL5TCZIo4bZj5flhQm2NvXdXP/H7xJ4p/b7/Zb/4Ji3HjDxP4h0TxB8S9cFvr2taPP9j1G4SXR5obmSOQD91JcQ+YPMUAr55ZcYFfV91/wbxfCA6ffeGbH4h/tAaN8ItSu3urj4Wad47lg8HuryGSSAW4j89YHcljGs4XJzgGvor4tfsEeA/i34p+CepSJqWgQ/AHVV1Xwrp2jNDbWKFbRrRLeWMxt+4SIjasZQjavOOCAfCP7Zv7GvgH4U/tO/smfsa+CoNY+HXwC+LOr+KPE/izSNN1+/jbxJJp+nwzJp4uHlaVYZHbdNErqGDbhh/mPpH7bf8AwTn+Fn/BPz/gkx+1pF8JtK1bwxofir4fXr3GgnWbu90qzmgtrrM1tDPI/kPL5+JdhAfyojjK5P1F+3J/wT/8B/t/+CdD0zxhN4l0XVfCepDWPDniPw1qj6Xrfh28ClPOtbhQdpKnBDKynCkrlVI4Pwl/wSS8IaN+z58W/AGvfEn42fEA/GnRhoPiDxD4t8Vf2pq8Vosc8caWpaIW1vs+0zEbIMFmy4fAoA/OH9rb9gDwR+w7/wAEWfh/+1l4Z1bx3N8e/h7pvg7xLH4xuvEl5Ne3cVzc6dby6aYzJ5CWKw3JjSBYwoSJVOQz7v3Jr5//AGlf+CcHgb9qf/gn037NniDUvFNn4EbSdJ0Y3mnXUEeq+Tps1rNAfMeF4tzNaRhz5WCGfAUkEfQFAHwL+2N/yn//AGM/+xT8cf8ApHb1EZtn/B0yELYD/sr8Ln7xHi0/rjP619RfEv8AYw8LfFP9r74ZfGrUL7XofFXwp0/VdN0m2t54lsLmPUY0jmM6NG0jMoQbCkiAEnIbgDif20/+CXvgn9tP4peE/H0/in4k/DT4jeDLabT9P8WeA9cXSdVaxlJMlnK7xSpJAWJbaUyCzYI3NkA8Q/Z9+F3hb9oH/grT+3/4O8WaXYeJPDOt6F8OrHVNNufnhuUOnakTHIAfpxXy9/wR9+D/AII/Y8/4Ih/En9pbwP4A0NPjL4W0Xxz9k1xLYvdSRWl3dmCJ8khok+zwkrj7sVfon+wt/wAEtfht/wAE8/iF8RfEvgO98Z3mpfFKPS/7ffX9ZbVHurixF1i7M0i+e087XczytJI4LbdixqNtZn7MP/BJnwF+yX8SvF+qeGPFvxQufBvjE6i83w61TXxd+DbBr+QSXTW9iYgRuIYYeRwBJJgDcaAPhiw/4JEfCHxJ/wAEbx+0RqniDxdffH+8+GB+JDfFqTxbqI1eHVDpn29XWQzqot0fCCMqvyLzh/mrH+Pdtq//AAUj+Kn/AASmsvHuu6/pUnxg8D+K7rxbcaLdPp1zq0R0DTLy5hEiYeOO6ERjcxlW8udwrDINfVkf/Bu/8H4tIbwqPiH+0D/wp83Zu/8AhVn/AAnco8IAF/MMHkeX5/kb8t5Xn7dx3YzzX0d8Rv2EPBHxI/aR+BvxOlbVdK1b9nyDWLXwtp2mvDBphi1OxjsZkmiMRYqkMa+WI3jCnruHFAHxr+2x+zL4I/Y3/aD/AGAfAHw20T/hGfB+l/FrUJrTTUvLi5S3aawuZZArTO7hS8jkLu2qGwABxXN/taeBfhJ+2d+2D8XNL0j9m/4t/tYeJ/C15BpOvalL4vtNI0DwNci0iH2HSWu7y3jinXIlkMKGQSSsTIeFX78/aJ/Y18LftM/FT4TeL9fvNdttT+DniB/Emix2E8UcFzcPbvAUuA8bs0e1ycIyHIHzYyD5D8Rf+COfgbxl8dvG3jjRPiH8a/h2vxOmjufGXh/wh4q/szSPE0yx+UZpl8ppopHQbXe2mhLdzkkkA/OeH4w+Jvjx/wAGvn7MXiXxfrN/4g1+f4laJZTahfTNNcTx2viq5tYN7sSzFYYY1ySSdvNfS3/BVD9lPVbr9ta4+LXxR+COr/tO/s/QeE4LCLQNI1X/AImPw/uoZJpLq/h0t5Io7wzIyfvI385dm0AKBu+htI/4I1fCrQv2C/BX7OtrqnjaLwH4C8SR+J9LnF9bnUfPTVZtUWKST7PsaHzpmTAjDeWAN275z0P7TP8AwTg/4aY8f6xrEnx2/aI8E6Z4htktNR8O+FvFUFnpE0YiETBEktpZLcuoO4wSRklmbOTmgD0f9jP4ifD/AOKv7KHw8134U3TXnw4utBtI/Dju8zullFGIo43MxMpdAmxvMJfcjbiTk1e8RfsqfC/xhb+J4dW+G3gHVIvG11bX3iJLvw/aTrr9xbFTbzXYaMi4kiKJsaTcU2rtIwK0fgP8DfDH7M/wb8N+APBemJo3hXwlYR6bplmrtJ5EKDAyzEszHklmJJJJJya62gD4A/4KH/8AKdf/AIJ1f91K/wDUft6yv+DkmS31v9mL4OeGLB4D4/8AEvxj8MQeDo/LD3AvluSTLGOoCxlgzcABwCfmFe/ft5f8Ew/DX7e3xJ+GPjHUPiB8Vfhv4r+EZ1U+H9X8C6tbaddxf2jFDDc73mtpzzHAFG3bxJIDnPGT+zb/AMEf/hr8AvjhY/E/XPEnxP8AjL8StHhkt9J8S/EjxK+uXeiRyLtkFpGEjggLLwWSINgkbvmbIB8N/tIXfiP9uD/gsd+0J4M8Yfs8+Lf2kvA3wQ0zw5pnh/wnB4x0/RNI0VtQsnvJtQntru7gS6uJ2yscg3mNIQG2ny8aU/7G3jez/wCCMf7YfhT46fDHVNA8EeD7LxD4t+EXh/xR4ktPEd94Xt4dFnlt0S5trib5ba48zyRI5ZQ2OQBX3Z+0l/wTC8H/AB/+OqfFHR/GPxN+EfxJfTk0i+8R+Ataj0651izQkxwXcU0M9vcKhJ2l4iy8YYbVxt6D/wAE/wDw3pv7JPxE+EGpeL/iX4r0z4p2OpWPiDXvEXiF9U1ycX1kLKV45pVMUO2FVEcccSwoVyI+WyAfmD+0j+zD4A/Z2/4Ngfh3rfgfwrpXhnVviHpfwz1zxJdWKFJNYvXm02Rp5Tnly8jtn1Y17p+3X+zLo/7X/wDwcEfDrwL4o1TxLa+D7/4G6hNrmm6RqcunDxDbJrSN9huZYisv2Z5BE7qjKX8lVJ2lgfrb4uf8EyPAHxn/AGBfCn7Oeqan4sg8D+D7DQdOsry1u4F1SSPR2t2tjJI0LRlm+zIJCIhkM20JkEdfrH7GPhbW/wBuDRvj7Lea6PGWheELjwVb2iTxDTXs5rpbppGj8vzDMHXAYSBdpOVJwQAfIP8AwS9+EejfsPf8FW/2kvgH4Cl1aw+FUHhvw94y0Lw7cX0t3aeHbm4+0RXaWxlZnVJWCOV3YBGBgAV8O/D4ahqf/BpZ+zXHY6tfaPqVz8TrOO31K2INxZSHxlfhJk3AjcjbWGQRlRxX7Q+Dv2M/C/gj9szxn8crW916Txb450Cw8OX9rNPEdPhtrN3eNokEYkEhLncWkYHAwF5z5F4c/wCCMXwr8L/8E/vAn7N9vrPjpvAvw88QQ+JNNvJL62OqTXEWqS6mElkFuI2jM0zqQsSnZgBg3zUAfLn7Rf7CPw//AOCVX7cf7JPj34SSeL9I1/4ifERPAnjW6vPEV5qMvjW2vbOdvO1AzyMJZUlTeGAUZbgfKm3yD9qDxt+zH8Xv22f2wdI/a81T/hJNf0O8t9E+G1jJPfXdrY2X9kwyfZtJS2LIupG4lDTRj975jpxgtX6u/tQfsYeFv2tPFvwr1nxJfa9aXPwh8X2/jTRk06eKOO5vYI5I0S4DxuWhxIxKoUbIHzdQfzD1D4P6t8Lv2uv2jdT+J3hT9ubw9qnjP4gXuseGh8Co9Ti8L6rpYjihs7pzp0hibUJUjDTteBRuKg/KGwAfb/8AwQp/Zlu/2Uf+CWfwm8N6z4StvBfiq70lNT8QafHAYJTeSgDzJ0PIuDCkPmA4O9WyM5r5e/bU/wCCenwU+Nn/AAcJ/Cey8WfDfw3r1p4++Huu614iiuoWZdXvLZ7eGCeXnlkjAUewr6+/4JFad8a9M/Y0sU+O0uuv4ofWNQk0lPEEkEuvQaKZybBNSeD9014IvvlecFQ3zhq0f22v+CZ3hD9t3x94K8YXni/4mfDjxx4AS6t9K8SeBNdGkamLW6CCe1kdo5FeJ9i8bdw5wwycgHxb+01+xP4Q/as/4OPPD/w98Qz+ILDwJo/7MUE95omjarPpsOu2sPiaWGPT7p4WWRrXdJHIY1ddzW8eSVyDnfAbxFc/8Er/AIgf8FFvh18Kv7UPgv4OeB9N+IXgTQLy7kvrbw3dz6NeT3McfnMzGEzRRSbCeFQjBJyf0F8PfsKeE/Dv7atj8eV1XxVd+NrH4cx/DER3d7HNaT6al+L7z5AY/Ne6Mw5kMu0qT8mfmp3hH9hPwT4U/ai+LPxXZ9W1XWfjPpGm6J4g0zUHhm0r7LYwyQIkUXlB/wB4krCQSO4bsFGQQD8cvhr+x78VPjR+wF4N+IHw6/ZV+K1z+0b4k0DTvFek/HKX4s6KNU1DUbhIro3bibURL9klDsv2WWMARvtZA+TX7veAZ9WuvAuiy6/BFba7JYQNqUMRBSK5MamVVIJBAfcBgkcda+RvC/8AwRI8G+AdD/4Rjw38ZP2kfDXwyEjmLwHpXjtrbRbWF23NbQyrD9vigOSPLjulXDN/eOftCgD4F/4Inf8AJdf24v8Asv2r/wDpLa1yPwx8TaUv/Bxx+0b4o0/VLSx8JeCPgjplj45vYcKllqhuhcwPM/PzpYxSHODhVwfu4r0fXv8Aghh4buPjD8Q/F3hz9oD9qD4ej4o+ILjxLr+jeE/GFppmmz3c4AkKqtkZVBVQoPm7wAMMCAa91/ZY/wCCenwn/Y6+CuteBPBnhrbpHip55/EVzqV1JqGoeJJp1KTS3tzKWkmZ1ZhycAMQoUcUAfif+3dJ4Z8Gf8E7tQ/aM+Bn7PXxu0XUvD93pesaD+0N4r8aWya5qbPqdtEbq4t2vTez290JTGqeQI/36t5aKpx9if8ABRr9gb4N/G7/AIL8fs2x+LPh54d16P4meG/FF34pW6hLDXJbCwtY7N5ueTCiKq9MACvVPFv/AAbl/Cjxx8ALv4T6p8Vf2irv4WqCNG8JyeMo20zw3iTzE+zIbYtIIzkIt21wqZyqhgGHv37cX/BNrwh+3T4m8CeI9S8U/EX4e+NfhtPdSaB4o8D6yulavZx3Uax3MHmNFKrRSqihgUzgEAgMwIB8qft2+Bfgt8Tf2uLL4SWPwG+JH7S/ijwD4L0+EeA7DX7fTfB3gjT90ot5pBd3Vvbi8mQAKW81/Lgj27Od3kv/AAT4+Hvxm/ax/wCCNX7W/wAHfAmta38PfGXhP4ueIfBPg+w1nX3u7nwvptrLp07aG1/G8hI8uS6tPOjdlHm7lYqAa+2/ir/wSI8I/EH4wab8QdE+Jnxv+HXjeHw5aeFdY1vwt4oSC78V2NsAIv7QaeCYSzDn9+gSXLE7+mJPgr/wSK8Dfs3/ALNfj74Y+APHfxh8Iaf8QfF0njS61vTvE+3XrC+kjtEkEN40TO0bi0QuJxMzmSXezBsAA+X/ANkj4wfCT9jPw78cNG8Jfs46z+zj+0h4Q+GGoeLrnwjeXhv7LxPa2cUjJdWd2kz296n2kLGZWCSkkg8BsfJ/wa/ZQ+J37TX/AAT70H4i+GP2WPiv4j/aK8YaLF4l0f45t8V9GttUk1SX99FcoH1BJYrQE7BamNQI+Cgb5q/W79mn/gmV4P8A2e/i5rvxC1fxZ8Rfi74/8QaIPDM3iDx9qsOpXNtpXmea1hBHDDDbxQPJh3VYsswySSTnz7w9/wAESfBfw+sbjQPBvxg/aL8CfDe4uJJx4D8PeN/smh2qyOXkht28k3tvCzE5jhukXlsAbjkA+Uv29f2IvBHx1/4K2/8ABPw/F74c+GtS8W/FjQfFifEq3kjWSPWLzT/DVpJDHIUYoy285fZsOPQkV+pHhL9nPwD4F0vSbPSvBvhq0h0Lw5H4QsCNOiaS20ZAgXThIwL/AGbEafuidpKgkEivLf22v+Ca/gv9uG18Az6l4i+IHgLxP8LruW78LeKfBmsjTtb0jzolhnjSaSOUGOWNUVwyEsFHPXPtnw58GL8OPh7oPh5NS1nWk0HTrfTl1DV7xrzUL8QxrGJrmdvmlmfbudzyzFietAFrwn4T0rwF4X07Q9C0zT9F0XR7aOysNPsLdLa1soI1CRxRRIAqIqgBVUAAAACvhL/goZM6f8F0/wDgnaoZgr/8LJ3KDw2PD9vjNffteQ/GP9i3wr8cP2rfg18YdWvNeh8T/A3+2/7At7SeJLG5/tazS0uftKNGzvtjQFNjphsk7hxQB+dX7Lv/AATc+G//AAUM/b4/bYi+MCeIvFvhPQPiUkVh4V/tq6sdIS6m023El9JHbvG0twEjiRGdiIwhKgFia+jP+DfPxdq19+xJ4m8H6rrmteI0+EvxI8SeBdOv9WuDcXctjZXhFuryHltscioM9AoAwABX0b+zt+xr4W/Zm+KnxZ8X6Bea7c6n8Y/ECeJNajv54pILa4S3SAJbhI0ZY9qA4dnOSfmxgBn7Hf7GHhb9iPwl4u0bwpfa9f23jTxfqfjS+fVZ4pZI72/kEkyRmOOMCFSoCKQWA6s3WgD12vyR/wCCtPxN0r4Sf8HG37Bur61LBDYzW+p6SHmXKCa9EtlB9D51xHg9jg9q/W6vyi/4OG/+CGvxl/4KufHL4X+LPhX4q+H/AIZHgTS7i1mk1/U76yuRO9wssckJtrWb7u3qWUg4x60AfqxeWMOoweVcQxTx7lbZIgZcqQynB7ggEehAr4F/4J4f8p1/+Civ/dNf/UfuK+gvhL8HfjB8Uf2G4PAnxt8W2/hj4mz6eumal4s+GOsSJPKU2YvreW5tE8ieQKd6eSyAltpwwVfE/gR/wQl0L9n39pO8+KmlftHftU6h4o1zUtL1HxH/AGj4tsJYPFo07C21vqASwR54BFuiK71PluygjOaANj/g4c+J+lfCn/gjR8eLvVniVNV0AaLao6bzLc3c8dvEFX1DSbs/whC38Ndn/wAEV/8AlEj+zl/2T7SP/SVK+UP+DgT/AIJVftV/8FbtQ8P+DfAnib4O+FPhB4ZmGpLa6vrepJqOt6gYynnXCRWEkaJErSJGiu3+sd2OWVY/ur/gnt+z3rX7Jv7DXwn+GfiK50y917wJ4WsNEv59NkeS0mmghWN2iaREcoSDgsinHUCgD2OiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP/2Q=="}},"execution_count":null},{"metadata":{"trusted":true},"cell_type":"code","source":"cols = ['image_id','boxes','labels']\ntarget = pd.DataFrame(index=[], columns=cols)\n\n# get image_id\nimage_ids = train['image_id'].unique()\nimage_ids = image_ids[0]  #'b6ab77fd7'\n\nlabels = np.ones(len(boxes))\n\nimg_1st = cv2.imread('../input/global-wheat-detection/train/b6ab77fd7.jpg') \nimg_1st = cv2.cvtColor(img_1st, cv2.COLOR_BGR2RGB).astype(np.float32)\nimg_1st /= 255.0\n\ntarget = {\n    'image': img_1st,\n    'bboxes': boxes,\n    'labels':labels\n}","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"transform() code is here,","execution_count":null},{"metadata":{"trusted":true},"cell_type":"code","source":"import albumentations as Albu\nfrom albumentations.pytorch.transforms import ToTensorV2\n\n# from【4】 code\ndef get_train_transform():\n    return Albu.Compose([\n        Albu.Flip(p=1.0),  # In【4】original code, p=0.5 \n        ToTensorV2(p=1.0)\n    ], bbox_params={'format': 'pascal_voc', 'label_fields': ['labels']})\n\ntransforms = get_train_transform()\nsample = transforms(**target)\nimg = sample['image']\n\nplt.figure(figsize=(8, 5))\nplt.imshow(np.transpose(img, (1, 2, 0)));","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"Then you can see a fliped image.\nThe function of \".Flip(p=1.0)\" has operated.","execution_count":null},{"metadata":{},"cell_type":"markdown","source":"# 3. DataLoader() operation","execution_count":null},{"metadata":{},"cell_type":"markdown","source":"In DataLoader() function makes batch files. And after making the bach files of Wheat data, collate_fn() convert data to the torch.Tensor format. This function is defined external file;utils.py【5】. Let's check the making batch file operation. Code is based on 【4】.\n\n【5】[github.com pytorch/vision/blob/master/references/detection/utils.py](https://github.com/pytorch/vision/blob/master/references/detection/utils.py)","execution_count":null},{"metadata":{"trusted":true},"cell_type":"code","source":"# from @pestipeti 's notebook【4】\ntrain_ = pd.read_csv('../input/global-wheat-detection/train.csv')\n\ndef expand_bbox(x):\n    r = np.array(re.findall(\"([0-9]+[.]?[0-9]*)\", x))\n    return r\n\ntrain_['x'] = -1\ntrain_['y'] = -1\ntrain_['w'] = -1\ntrain_['h'] = -1\n\n\ntrain_[['x', 'y', 'w', 'h']] = np.stack(train_['bbox'].apply(lambda x: expand_bbox(x)))\n\ntrain_.drop(columns=['bbox'], inplace=True)\ntrain_['x'] = train_['x'].astype(np.float)\ntrain_['y'] = train_['y'].astype(np.float)\ntrain_['w'] = train_['w'].astype(np.float)\ntrain_['h'] = train_['h'].astype(np.float)\n\n\nimage_ids = train_['image_id'].unique()\nprint(\"len(image_ids) = {}\".format(len(image_ids)))","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"from torch.utils.data import DataLoader, Dataset\n\nclass WheatDataset(Dataset):\n\n    def __init__(self, dataframe, image_dir, transforms=None):\n        super().__init__()\n\n        self.image_ids = dataframe['image_id'].unique()\n        self.df = dataframe\n        self.image_dir = image_dir\n        self.transforms = transforms\n\n    def __getitem__(self, index: int):\n\n        image_id = self.image_ids[index]\n        records = self.df[self.df['image_id'] == image_id]\n\n        image = cv2.imread(f'{self.image_dir}/{image_id}.jpg', cv2.IMREAD_COLOR)\n        image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB).astype(np.float32)\n        image /= 255.0\n\n        boxes = records[['x', 'y', 'w', 'h']].values\n        boxes[:, 2] = boxes[:, 0] + boxes[:, 2]\n        boxes[:, 3] = boxes[:, 1] + boxes[:, 3]\n        \n        area = (boxes[:, 3] - boxes[:, 1]) * (boxes[:, 2] - boxes[:, 0])\n        area = torch.as_tensor(area, dtype=torch.float32)\n\n        # there is only one class\n        labels = torch.ones((records.shape[0],), dtype=torch.int64)\n        \n        # suppose all instances are not crowd\n        iscrowd = torch.zeros((records.shape[0],), dtype=torch.int64)\n        \n        target = {}\n        target['boxes'] = boxes\n        target['labels'] = labels\n        # target['masks'] = None\n        target['image_id'] = torch.tensor([index])\n        target['area'] = area\n        target['iscrowd'] = iscrowd\n\n        if self.transforms:\n            sample = {\n                'image': image,\n                'bboxes': target['boxes'],\n                'labels': labels\n            }\n            sample = self.transforms(**sample)\n            image = sample['image']\n            \n            target['boxes'] = torch.stack(tuple(map(torch.tensor, zip(*sample['bboxes'])))).permute(1, 0)\n\n        return image, target, image_id\n\n    def __len__(self) -> int:\n        return self.image_ids.shape[0]","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"# Albumentations\ndef get_train_transform():\n    return Albu.Compose([\n        Albu.Flip(0.5),\n        ToTensorV2(p=1.0)\n    ], bbox_params={'format': 'pascal_voc', 'label_fields': ['labels']})","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"import torch\nfrom torch.utils.data.sampler import SequentialSampler\n\ndef collate_fn(batch):\n    return tuple(zip(*batch))\n\ntrain_dataset = WheatDataset(train_, '/kaggle/input/global-wheat-detection/train', get_train_transform())\n\n# images, targets, image_ids = next(iter(train_dataset))\n# images = list(image.to(device) for image in images)\n# print(images)\n\n# split the dataset in train and test set\nindices = torch.randperm(len(train_dataset)).tolist()\n\ntrain_data_loader = DataLoader(\n    train_dataset,\n    batch_size=3,\n    shuffle=False,\n    num_workers=4,\n    collate_fn=collate_fn\n)\n\nprint(len(train_data_loader))","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"len(image_ids) = 3373 / (3 batchs) ⇒ 1125","execution_count":null}],"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat":4,"nbformat_minor":4}