A154609

AI-Job-Notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

albumentations

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

awesome-data-augmentation

This is a list of awesome methods about data augmentation.

awesome-human-pose-estimation

A collection of awesome resources in Human Pose estimation.

awesome-image-classification

A curated list of deep learning image classification papers and codes

centerNet-deep-sort

realtime multiple people tracking (centerNet based person detector + deep sort algorithm with pytorch)

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

models

Models and examples built with TensorFlow

pytorch_simple_CenterNet_45

A simple pytorch implementation of CenterNet (Objects as Points)

A154609/deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

A154609/AI-Job-Notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

A154609/awesome-data-augmentation

This is a list of awesome methods about data augmentation.

A154609/biasloss_and_skipnet_evaluation

Code for the evaluation of SkipNet model on ImageNet validation set

A154609/CBAM.PyTorch

Non-official implement of Paper：CBAM: Convolutional Block Attention Module

A154609/CVPR2021-Paper-Code-Interpretation

cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

A154609/data-augmentation-review

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.

A154609/data-science-competition

该仓库用于记录和定期提供各大数据科学竞赛的赛事消息和原创baseline，思路分享以及博主的一些竞赛心得和学习资料等. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

A154609/DiverseBranchBlock

Diverse Branch Block: Building a Convolution as an Inception-like Unit

A154609/flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

A154609/ICCV2021-Papers-with-Code-Demo

ICCV 2021 paper with code

A154609/image_augmentor

Data augmentation tool for images

A154609/imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

A154609/lanenet-lane-detection

Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/

A154609/mall-learning

mall学习教程，架构、业务、技术要点全方位解析。mall项目（40k+star）是一套电商系统，使用现阶段主流技术实现。涵盖了SpringBoot 2.3.0、MyBatis 3.4.6、Elasticsearch 7.6.2、RabbitMQ 3.7.15、Redis 5.0、MongoDB 4.2.5、Mysql5.7等技术，采用Docker容器化部署。

A154609/maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

A154609/mixmo-pytorch

Official Pytorch implementation of MixMo framework

A154609/mmdetection

OpenMMLab Detection Toolbox and Benchmark

A154609/MMMC

A154609/mobile-yolov5-pruning-distillation

mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！

A154609/ObjectDetection

A154609/pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

A154609/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

A154609/pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

A154609/pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

A154609/RepVGG

RepVGG: Making VGG-style ConvNets Great Again

A154609/ssd-pytorch

基于pytorch版ssd进行改进注入CBAM空间通道注意力机制，加入FPN，类别损失函数改为focalloss

A154609/X-SDD-A-New-benchmark

A154609/yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

A154609/YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with ONNX, TensorRT, ncnn, and OpenVINO supported.