Richard Xu's repositories
distributed-pytorch
Distributed, mixed-precision training with PyTorch
GANs-on-CIFAR10
Train a generator-discriminator pair on CIFAR10
image-similarity-ranking
Image similarity ranking using deep CNN and triplet sampling
DeepLearningExamples
Deep Learning Examples
kinetics-downloader
Download DeepMind's Kinetics dataset.
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
mmaction2-1
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
Python
All Algorithms implemented in Python
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]
sentiment-analysis-movie-review
Detect sentiment of IMDB Movie Reviews
Towards-Realtime-MOT
Joint Detection and Embedding for fast multi-object tracking
Video-Backdoor-Attack
Clean-Label Backdoor Attacks on Video Recognition Models, CVPR2020
waymo-open-dataset
Waymo Open Dataset