Deep Learning / dense

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Utility scripts for deep learning (Keras, Pytorch)

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Knet.jl 🌿
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Koç University deep learning framework.

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Flux.jl πŸ‚
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Official Deep Learning Library of Gougle Research

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deeptraffic πŸ‚
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DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

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A curated list of papers and code about very deep neural networks

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Decision Making in Dense Traffic using Deep Q-Learning

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Dense Captioning is a system of fully localized Deep Convolutional Neural networks to translate a video into natural language. It uses CNN (VGG16) for feature extraction from video and encoder-decoder models (LSTM & GRU) to generate descriptions utilizing transfer-learning approach.

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Deep learning mechanism to predict the dense optical flow of every pixel given a static image. This approach considers non-semantic form of action prediction that makes it domain independent and makes no assumptions of the underlying scene.

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"Deep Learning with TensorFlow" LiveLessons

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Final project for course on deep learning for nlp (IA376E/1s2020 @ Unicamp)

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