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awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

centernet

Object detection, 3D detection, and pose estimation using center point detection:

centernet-1

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

cornernet-lite

darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

darknet-mobilenet-v2

Darknet for MobileNet v2

deep_learning_object_detection

A paper list of object detection using deep learning.

deepstream_reference_apps

Samples for TensorRT/Deepstream for Tesla & Jetson

detection_eval

Simple and Convenient Code for Object Detection Evaluation Script. Evaluation Report and PR curve will also be generated easily.

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mmdetection

Open MMLab Detection Toolbox and Benchmark

models

Models and examples built with TensorFlow

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

netron

Visualizer for neural network, deep learning and machine learning models

opencv-pyqt5

使用opencv与pyqt5实现的图像处理程序，已实现转灰度图、图像平滑、形态学操作、梯度计算、阈值处理、边缘检测、轮廓检测

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch-slimming

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

quick_yolo2_label_tool

yolo快速标注工具 quick yolo2 label tool

slimming

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

slimyolov3

This page is for the SlimYOLOv3: Narrower, Faster and Better for UAV Real-Time Applications

ssd

High quality, fast, modular reference implementation of SSD in PyTorch 1.0

ssd-tensorflow

Single Shot MultiBox Detector in TensorFlow

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

stronger-yolo

Improve yolo with latest paper

study_resource

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

yolov3-channel-pruning

yolov3-model-pruning

对 YOLOv3 做模型剪枝，在 oxford hand 数据集上模型的参数量减少 80% ，FLOPs 降低 70%，Infer 的速度可以达到原来的 200%，mAP 基本保持不变