ZJCV

ZCls

Object Classification Training Framework

RotNet

Image rotation correction based on DeepLearning

TSM

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

X3D

[CVPR 2020] X3D: Expanding Architectures for Efficient Video Recognition

SSL

[NIPS 2016] Learning Structured Sparsity in Deep Neural Networks

TSN

[ECCV 2016] Temporal Segment Networks: Towards Good Practices for Deep Action Recognition

ZCls2

More Faster Object Classification Training Framework

KnowledgeReview

[CVPR 2021] Distilling Knowledge via Knowledge Review

overhaul

[ICCV 2019] A Comprehensive Overhaul of Feature Distillation

NetworkSlimming

[ICCV 2017] Learning Efficient Convolutional Networks through Network Slimming

facenet

[CVPR 2015] FaceNet: A Unified Embedding for Face Recognition and Clustering

SlowFast

[CVPR 2019] SlowFast Networks for Video Recognition

C3D

[ICCV 2015] Learning Spatiotemporal Features with 3D Convolutional Networks

TRN

[ECCV 2018] Temporal Relational Reasoning in Videos

Non-local

[CVPR 2018] Non-local Neural Networks

DCL

[CVPR 2019] Destruction and Construction Learning for Fine-grained Image Recognition

.github

metric-learning

deep metric learning, include train and val

ZDet

Object Detection Code Base

ZTransforms

Implementation of torchvision-like based on albumentations