chaoso's repositories
avatarify
Avatars for Zoom, Skype and other video-conferencing apps.
cl-ica
Code for the paper "Contrastive Learning Inverts the Data Generating Process".
CLIP_Video_Representation
Use CLIP to represent video for Retrieval Task
ClipBERT
Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning for image-text and video-text tasks.
conformal_classification
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability.
CP-Flow
Convex potential flows
DEFT
Joint detection and tracking model named DEFT, or ``Detection Embeddings for Tracking." Our approach relies on an appearance-based object matching network jointly-learned with an underlying object detection network. An LSTM is also added to capture motion constraints.
elastic
PyTorch elastic training
entropix
Computing the information content of trained neural networks
gcm-cf
[CVPR 2021] Released code for Counterfactual Zero-Shot and Open-Set Visual Recognition
gradinit
Learning to Initialize Neural Networks for Stable and Efficient Training
Hub
Fastest unstructured dataset management for TensorFlow/PyTorch. Stream data real-time & version-control it. http://activeloop.ai
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
LD
Localization Distillation for Object Detection
MAI-2021-Workshop
MAI 2021 Workshop
MPL-pytorch
Unofficial PyTorch implementation of "Meta Pseudo Labels"
rexnet
Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models
Self-Supervised-Learning-Overview
Self-Supervised Learning: Reading List with Topics.
TinyYOLOv2Barracuda
Tiny YOLOv2 on Unity Barracuda
Transformer-in-Vision
Some recent Transformer-based CV works
transformers-interpret
Model explainability designed to work exclusively with 🤗 transformers. Explain your transformers model in just 2 lines of code.
TransGAN
[Preprint] "TransGAN: Two Transformers Can Make One Strong GAN", Yifan Jiang, Shiyu Chang, Zhangyang Wang
Ultra-Data-Efficient-GAN-Training
[Preprint] "Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly", Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang
Un-Mix
Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning
unbiased-teacher
PyTorch code for ICLR 2021 paper Unbiased Teacher for Semi-Supervised Object Detection
Unsupervised-Semantic-Segmentation
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals.
vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch