Repository Index

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

• pytorch
• pytorch-tutorials
• pytorch-tutorials-cn
• deep-learning

Translatedcvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 collection of papers/code/interpretations/live streams, compiled by the 极市 (Jishi, "Extreme Mart") team

• computer-vision
• cvpr2020
• cvpr2019
• deep-learning

Techniques for deep learning with satellite & aerial imagery

• deep-learning
• deep-neural-networks
• satellite-imagery
• pytorch

A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.

• computer-vision
• deep-learning
• deep-neural-networks
• image-classification

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

• deep-learning
• forecasting
• machine-learning
• classification

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

• neural-network
• image-classification
• machine-learning
• caffe

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

• pytorch
• image-classification
• deep-learning
• cifar100

A curated list of deep learning image classification papers and codes

• deep-learning
• computer-vision
• image-classification
• awesome

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

• deep-learning
• image-classification
• machine-learning
• neural-network

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

• milvus
• unstructured-data
• image-search
• audio-search

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

• machine-learning
• computer-vision
• deep-learning
• object-detection

ECCV 2026 论文和开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2026论文和开源项目

• eccv2020
• eccv-2020
• eccv
• object-detection

🙄 Difficult algorithm, Simple code.

• tensorflow2
• tensorflow-examples
• deep-learning
• deep-neural-networks

A collection of computer vision pre-trained models.

• computer-vision
• tensorflow
• keras
• pytorch

Examples of Tensorflow Lite on Android

• tensorflow
• tensorflow-lite
• kotlin-android
• android