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Deepfake DetectionDeepFake Detection: Detect the video is fake or not using InceptionResNetV2.
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Machine Learning Workflow With PythonThis is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exploratory data analysis -Data Preprocessing- Model Design- Training- Evaluation
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Deeptoxictop 1% solution to toxic comment classification challenge on Kaggle.
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Kaggle CompetitionsThere are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.
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Unet Segmentation In Keras TensorflowUNet is a fully convolutional network(FCN) that does image segmentation. Its goal is to predict each pixel's class. It is built upon the FCN and modified in a way that it yields better segmentation in medical imaging.
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D2l Torch《动手学深度学习》 PyTorch 版本
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OpenomniDocumentation and library for decoding omnipod communications.
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Intro To Deep Learning For NlpThe repository contains code walkthroughs which introduces Deep Learning in the field of Natural Language Processing.
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CenpyExplore and download data from Census APIs
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