开源软件名称:lexfridman/mit-deep-learning开源软件地址:https://github.com/lexfridman/mit-deep-learning开源编程语言:Jupyter Notebook 100.0%开源软件介绍:MIT Deep LearningThis repository is a collection of tutorials for MIT Deep Learning courses. More added as courses progress. Tutorial: Deep Learning BasicsThis tutorial accompanies the lecture on Deep Learning Basics. It presents several concepts in deep learning, demonstrating the first two (feed forward and convolutional neural networks) and providing pointers to tutorials on the others. This is a good place to start. Links: [ Jupyter Notebook ] [ Google Colab ] [ Blog Post ] [ Lecture Video ] Tutorial: Driving Scene SegmentationThis tutorial demostrates semantic segmentation with a state-of-the-art model (DeepLab) on a sample video from the MIT Driving Scene Segmentation Dataset. Links: [ Jupyter Notebook ] [ Google Colab ] Tutorial: Generative Adversarial Networks (GANs)This tutorial explores generative adversarial networks (GANs) starting with BigGAN, the state-of-the-art conditional GAN. Links: [ Jupyter Notebook ] [ Google Colab ] DeepTraffic Deep Reinforcement Learning CompetitionDeepTraffic is a deep reinforcement learning competition. The goal is to create a neural network that drives a vehicle (or multiple vehicles) as fast as possible through dense highway traffic. Links: [ GitHub ] [ Website ] [ Paper ] Team
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