Yao Zhou's repositories
i3d-tensorflow
Inflated 3D ConvNets for video understanding
Algorithms
DataStructure and Algorithms
nerf-pytorch
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
TRN-pytorch
Temporal Relation Networks
faster_rcnn
Faster R-CNN
fvcore
Collection of common code that's shared among different research projects in FAIR computer vision team.
gitignore
A collection of useful .gitignore templates
gpt-neox
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
instant-ngp
Instant neural graphics primitives: lightning fast NeRF and more
Megatron-LM
Ongoing research training transformer models at scale
mmcv
OpenMMLab Computer Vision Foundation
PITI
PITI: Pretraining is All You Need for Image-to-Image Translation
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch_mnist
pytorch mnist
realistic-ssl-evaluation
Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
RecBole
A unified, comprehensive and efficient recommendation library
SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
SlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
tensorflow
An Open Source Machine Learning Framework for Everyone
timeception
Implementation "Timeception for Complex Action Recognition". Accepted as Oral Presentation at CVPR 2019
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.