https://github.com/alixunxing/fastertransformer • Science 10%

Transformer related optimization, including BERT, GPT

https://github.com/alixunxing/facenet-pytorch-glint360k • Science 10%

A PyTorch implementation of the 'FaceNet' paper for training a facial recognition model with Triplet Loss using the glint360k dataset. A pre-trained model using Triplet Loss is available for download.

https://github.com/alixunxing/facedetection • Science 13%

https://github.com/alixunxing/douzero • Science 10%

[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

https://github.com/alixunxing/distiller • Science 23%

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

https://github.com/alixunxing/detectron • Science 10%

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

https://github.com/alixunxing/deepfas • Science 23%

🔥Deep Learning for Face Anti-Spoofing

https://github.com/alixunxing/data-engineer-handbook • Science 23%

This is a repo with links to everything you'd ever want to learn about data engineering

https://github.com/alixunxing/darknet • Science 10%

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

https://github.com/alixunxing/data-centric-ai • Science 23%

A curated, but incomplete, list of data-centric AI resources.

https://github.com/alixunxing/caffe_ocr • Science 10%

主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构

https://github.com/alixunxing/binarynet • Science 10%

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

https://github.com/alixunxing/bag_of_tricks_for_image_classification_with_convolutional_neural_networks • Science 10%

experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc

https://github.com/alixunxing/cvpr15-cfss • Science 10%

Full version (training+testing) of implementation of Shizhan Zhu et al.'s CVPR-15 work Face Alignment by Coarse-to-Fine Shape Searching

https://github.com/alixunxing/cs-video-courses • Science 13%

List of Computer Science courses with video lectures.

https://github.com/alixunxing/crnn_tensorflow • Science 10%

Convolutional Recurrent Neural Networks(CRNN) for Scene Text Recognition

https://github.com/alixunxing/coupled-iterative-refinement • Science 10%

https://github.com/alixunxing/clue • Science 10%

中文语言理解基准测评 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

https://github.com/alixunxing/cluecorpus2020 • Science 10%

Large-scale Pre-training Corpus for Chinese 100G 中文预训练语料

https://github.com/alixunxing/chinese-llama-alpaca • Science 10%

中文LLaMA&Alpaca大语言模型+本地CPU/GPU部署 (Chinese LLaMA & Alpaca LLMs)