{"cells":[{"metadata":{},"cell_type":"markdown","source":"https://www.kaggle.com/brassmonkey381/a-quick-look-at-the-first-frame-of-each-video\nhttps://www.kaggle.com/robikscube/kaggle-deepfake-detection-introduction"},{"metadata":{"_uuid":"d629ff2d2480ee46fbb7e2d37f6b5fab8052498a","_cell_guid":"79c7e3d0-c299-4dcb-8224-4455121ee9b0","trusted":true},"cell_type":"code","source":"# Loading Chunk\n\nimport scipy as sci\nimport os\nimport numpy as np\nimport pandas as pd\nimport matplotlib.pylab as plt\nimport cv2\nplt.style.use('ggplot')\nfrom IPython.display import Video\nfrom IPython.display import HTML\n\nsample_submission = pd.read_csv(\"../input/deepfake-detection-challenge/sample_submission.csv\")","execution_count":null,"outputs":[]},{"metadata":{"_cell_guid":"","_uuid":"","trusted":true,"collapsed":true},"cell_type":"code","source":"print(sample_submission)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"train_sample_metadata = pd.read_json('../input/deepfake-detection-challenge/train_sample_videos/metadata.json').T\ntrain_sample_metadata.head()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"train_sample_metadata.groupby('label')['label'].count().plot(figsize=(15, 5), kind='bar', title='Distribution of Labels in the Training Set')\nplt.show()","execution_count":null,"outputs":[]}],"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}