{
  "fetched_at": "2026-10-19T11:02:30Z",
  "source_url": "https://www.kaggle.com/competitions/anyas-gojo-revival-aerospace-enigma/data",
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      "name": "data-description",
      "content": "**Data Description for Anya's Aircraft Quest: The Aerospace Enigma**\n\n**Files**\n- `train`: The training image dataset with subfolders for aircraft types.\n- `test`: The test image dataset for classification.\n- `sample_submission.csv`: A sample submission file for result format reference.\n\n**Train Subfolders**\n- `commercial`: Images of commercial planes.\n- `glider`: Images of glider aircraft.\n- `helicopter`: Images of helicopters.\n- `mig-29`: Images of Mig-29 fighter jets.\n- `sukhoi`: Images of Sukhoi aircraft.\n\n**Data Format**\n- The image datasets are organized into subfolders, each representing a specific aircraft type.\n\n**Prediction Task**\n- Participants are required to classify images in the `test` dataset into the corresponding aircraft categories.",
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      "name": "Evaluation",
      "content": "Submissions will be evaluated based on their Accuracy Score, which measures the model's ability to correctly classify aircraft images in the test set.\n\n$$\n\\text{Accuracy} = \\frac{\\text{Number of Correct Predictions}}{\\text{Total Number of Predictions}}\n$$\n\n**Scoring:** A higher Accuracy Score indicates superior model performance in classifying aircraft images. The final leaderboard will rank participants according to their Accuracy Score, as well as their code quality, data preprocessing, visualization, and explanation of their approach.\n\n**Submission File:** For each image in the test set, you must predict the class it belongs to. The submission file should contain a header and have the following format:\n\n```\nimage_path,class\nimage123.jpg,helicopter\nimage53.jpg,glider\nimage228.jpg,sukhoi\nimage225.jpg,sukhoi\n```\n\n**Good Luck!** We wish all participants the best of luck in the challenge. May the best data scientists succeed in helping Anya unveil the mysteries of the aerospace world and revive her cosmic companion, Gojo.",
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      "name": "rules",
      "content": "Abide by the following rules throughout the competition:-\n\n1. This competition is part of Logical Rhythm 2k23. There are four Competitions in total, and this is the third one in the series.\n2. This is a team event with 1-3 members.\n3. All problem statements will be marked individually, and scores will be accumulated.\n4. Any form of plagiarism will not be tolerated.\n5. While showing the final submission, always use save and run all (commit) versions rather than quick save of the notebooks.\n6. The final leaderboard will rank participants according to their Kaggle Leaderboard Score (error metrics) and their code styles, data preprocessing, data visualization, and explanation of the reasoning behind their approach.\n7. Dont post your code publicly before the competition is over.\n\nHave fun!",
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    {
      "name": "abstract",
      "content": "After her success in detecting fraudulent transactions, Detective Anya stumbled upon a connection that sent her spiraling into a world of aerospace intrigue. The transactions led to a mysterious and influential figure in the aerospace business, a person who held the key to unlocking the secrets of reviving Gojo.\n\nDetermined to unveil the identity of this enigmatic individual, Anya embarked on a new mission. Her first step was to identify all the aircraft associated with this person. To achieve this, she needed a powerful and reliable model capable of classifying different types of airplanes. This classification model was her ticket to deciphering the aerospace puzzle.\n\nWith this model in hand, Anya would then venture into the real world, scanning the skies and locations to pinpoint the planes belonging to the elusive figure. The secret to reviving Gojo lay in her ability to confront this mysterious man.\n\nAs Anya delves deeper into her Aircraft Quest, she seeks the help of the data science community to build an accurate classification model, unravel the aerospace enigma, and revive her cosmic companion, Gojo. Join Anya on this thrilling adventure, and together, let's decode the secrets hidden in the world of aviation.\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F7216425%2Fe55a30dd7b3974092f4b492f32532652%2FDesign.jpeg?generation=1698936101884993&alt=media)",
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    },
    {
      "name": "Logical Rhythm 2k23",
      "content": "This is one of the four problems for Logical Rhythm 2k23. \n**Anya's Gojo Revival**\n1. [Pilot](https://www.kaggle.com/competitions/anyas-gojo-revival)\n2. [Detective Bondman](https://www.kaggle.com/competitions/anyas-gojo-revival-bondman)\n3. [The Aerospace Enigma](https://www.kaggle.com/competitions/anyas-gojo-revival-aerospace-enigma)\n4. [Space shop](https://www.kaggle.com/competitions/anyas-gojo-revival-space-shop)",
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