objectdetection 开源项目推荐（217 个）

hoya012 /deep_learning_object_detection

基于深度学习的物体检测论文列表。

roboflow /maestro

streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL

BMW-InnovationLab /BMW-YOLOv4-Training-Automation

这个仓库让你几乎无需配置，就能开始训练最先进的深度学习模型！ 你提供带标签的数据集，或使用我们的BMW-LabelTool-Lite标记数据集，就可以立即开始训练，并通过多种方式监控，比如TensorBoard或自定义的REST API和图形界面。用YOLOv4和YOLOV3进行无代码培训从未如此简单。

MirrorYuChen /ncnn_example

ncnn example: mask detection: anticonv face detection: retinaface&&mtcnn&&centerface, track: iou tracking, landmark: zqcnn, recognize: mobilefacenet classifier: mobilenet object detecter: mobilenetssd

AlturosDestinations /Alturos.Yolo

C# Yolo 暗网包装器（实时物体检测）

HiKapok /SSD.TensorFlow

State-of-the-art Single Shot MultiBox Detector in Pure TensorFlow, QQ Group: 758790869

ZhenglinZhou /Data-Augmentation-Zoo-for-Object-Detection

包括：面向目标检测的数据增强策略学习 | GridMask 数据增强 | 在 Numpy 中面向小目标检测的数据增强。使用 RetinaNet 与 ResNet-18 在 VOC 和 KITTI 上测试这些方法。

alanli1997 /slim-neck-by-gsconv

Pytorch implementation of the 'Slim-neck by GSConv: a lightweight-design for real-time detector architectures'

MirrorYuChen /mnn_example

alibaba MNN, mobilenet classifier, centerface detecter, ultraface detecter, pfld landmarker and zqlandmarker, mobilefacenet

j-marple-dev /AYolov2

该项目在 GitHub 上没有填写描述

JieHe96 /iOS_Tensorflow_ObjectDetection_Example

An iOS application of Tensorflow Object Detection with different models: SSD with Mobilenet, SSD with InceptionV2, Faster-RCNN-resnet101

hamdiboukamcha /Yolo-V11-cpp-TensorRT

YOLOv11 C++ TensorRT 项目，采用 C++ 语言，并使用 NVIDIA TensorRT 进行优化

HiKapok /X-Detector

Light-Head RCNN and One Novel Object Detector

anthony-chaudhary /deeper-traffic-lights

[repo not maintained] Check out https://diffgram.com if you want to build a visual intelligence

nightrome /matconvnet-calvin

Code for several state-of-the-art papers in object detection and semantic segmentation.

AgentMaker /WebAI.js

A simple Web AI model deployment tool using JavaScript based on OpenCV.js and ONNXRuntime

Sandeep9026 /MrD-Deep-Trainer

MrD Deeplearning Trainer Tool 2026: Open Source AI Model Training Suite for Developers

alrisqi /MrD-Optimizer-Lab

MrD Deep Learning Studio: AI Training & Model Optimization Tools 2026

GIScience /ohsome2label

Historical OpenStreetMap Objects to Machine Learning Training Samples

markmansur /CoreML-Vision

该项目在 GitHub 上没有填写描述