mmsegmentation_multi_label_4abs

The newest version of mmsegmentation with some updates for multi-label segmentation

multiyolov5

joint detection and semantic segmentation, based on ultralytics/yolov5,

mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

ncnn-assets

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

objectdetection_script

一些关于目标检测的脚本的改进思路代码，详细请看readme.md

orb_slam2_ssd_semantic

动态语义SLAM 目标检测+VSLAM+光流/多视角几何动态物体检测+octomap地图+目标数据库

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

pcl-learning

🔥PCL（Point Cloud Library）点云库学习记录

perception-for-self-driving

Perception algorithms for Self-driving car; Lane Line Finding, Vehicle Detection, Traffic Sign Classification algorithm.

person-attribute-recognition-marketduke

A simple baseline implemented in PyTorch for pedestrian attribute recognition task, evaluating on Market-1501 and DukeMTMC-reID dataset.

plants_disease_detection

Ai Challenger 2018 Competitions 农作物病害检测

pylearn

从零开始重学python，个人笔记整理。

pytorchnethub

项目注释+论文复现+算法竞赛+Pytorch指北

rotation-efficientdet-d0

A PyTorch Implementation Rotation Detector based EfficientDet Detector

semantic-segmentation

采用Pytorch的入门语义分割项目，支持的网络有Unet和Segnet；遥感语义分割；Unet；Segnet；Remote sensing semantic segmentation；

simpleaicv-pytorch-imagenet-coco-training

SimpleAICV:pytorch training example on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012 datasets.Include ResNet/DarkNet/RetinaNet/FCOS/CenterNet/TTFNet/YOLOv3/YOLOv4/YOLOv5/YOLOX.

supergluepretrainednetwork

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

tensorrt_demos

TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet

tinynn

A lightweight deep learning library

unet-segmentation-pytorch-nest-of-unets

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

windy-afternoon

Gitbook based Blog, Android, Linux, Deep Learning, Computer Vision

yoloair

🔥🔥🔥YOLOv5, YOLOv6, YOLOv7, PPYOLOE, YOLOX, YOLOR, YOLOv4, YOLOv3, PPYOLO, PPYOLOv2, Transformer, Attention, TOOD and Improved-YOLOv5-YOLOv7... Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀

yolodet-pytorch

reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5，YOLOv3, etc.

yolov3-model-pruning

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

yolov3-spp-annotations

yolov3-spp的一个中文注释版本，仅供大家参考学习！

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

yolov5-5.x-annotations

一个基于yolov5-5.0的中文注释版本！

yolov5-lite

🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 1.7M (int8) and 3.3M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~

yolov5-lprnet-licence-recognition

使用YOLOv5和LPRNet进行车牌检测+识别（CCPD数据集）