Stars
This is an official implementation for "Video Swin Transformers".
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
Code & Models for Temporal Segment Networks (TSN) in ECCV 2016
yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
Synchronized Batch Normalization implementation in PyTorch.
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
A PyTorch implementation of MobileNet V2 architecture and pretrained model.
A best practice for deep learning project template architecture.
[arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis
Caffe models (including classification, detection and segmentation) and deploy files for famouse networks
Caffe Implementation of Google's MobileNets (v1 and v2)
Model analysis tools for TensorFlow
mixup: Beyond Empirical Risk Minimization
My best practice of training large dataset using PyTorch.
Relation Networks for Object Detection
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection, CVPR, Oral, 2020
Bottom-up Object Detection by Grouping Extreme and Center Points
A PyTorch implementation of the architecture of Mask RCNN
A PyTorch Implementation of Focal Loss.
Network Slimming (Pytorch) (ICCV 2017)
alfred-py: A deep learning utility library for **human**, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046