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awesome-cs-books

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

awesome-vision-attentions

Summary of related papers on visual attention

awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，AdderNet，ShuffleNetV1-V2，LCNet，Mobile+ViT etc. ⭐⭐⭐⭐⭐

dsconv

gfocalv2

Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021

happy-birthday

Wish your friend/loved-ones happy birthday in a nerdy way.

labelhalluc

[AAAI 2022] Label Hallucination for Few-Shot Classification

learngit

my-github-project

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

pytorch-ppyolo

ppyolo in pytorch. 44.8% box mAP.

rp-r-cnn

Renovating Parsing R-CNN for Accurate Multiple Human Parsing

simcc

[ECCV'2022 Oral] PyTorch implementation for: SimCC: a Simple Coordinate Classification Perspective for Human Pose Estimation (http://arxiv.org/abs/2107.03332). Old name: SimDR

tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

tfjs-models

Pretrained models for TensorFlow.js

voc2coco

Convert pascol voc annotation xml to COCO json format.

yoloret

Implementation for the paper 'YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs'

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

yolov5-multibackbone-compression

YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming) and Quantization (MQBench) Compression Tool Box.