🚀🚀🚀 A collection of some awesome public YOLO object detection series projects and the related object detection datasets.
☆1,779May 31, 2025Updated last year
Alternatives and similar repositories for awesome-yolo-object-detection
Users that are interested in awesome-yolo-object-detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🔥🔥🔥 专注于YOLO11，YOLOv8、TYOLOv12、YOLOv10、RT-DETR、YOLOv7、YOLOv5改进模型，Support to improve backbone, neck, head, loss, IoU, NMS and other modu…☆2,952Dec 15, 2025Updated 7 months ago
- YOLOv3、YOLOv4、YOLOv5、YOLOv5-Lite、YOLOv6-v1、YOLOv6-v2、YOLOv7、YOLOX、YOLOX-Lite、PP-YOLOE、PP-PicoDet-Plus、YOLO-Fastest v2、FastestDet、YOLOv5-S…☆767Oct 25, 2022Updated 3 years ago
- YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Mod…☆1,020Apr 29, 2022Updated 4 years ago
- 🕶 A curated list of Tiny Object Detection papers and related resources.☆1,629Oct 4, 2023Updated 2 years ago
- 🚀🚀🚀YOLOC is Combining different modules to build an different Object detection model.Including YOLOv3、YOLOv4、Scaled_YOLOv4、YOLOv5、YOLO…☆75Jul 31, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☁️💡🎈专注于改进YOLOv7，Support to improve Backbone, Neck, Head, Loss, IoU, NMS and other modules☆209Apr 22, 2024Updated 2 years ago
- tensorrt for yolo series (YOLOv11,YOLOv10,YOLOv9,YOLOv8,YOLOv7,YOLOv6,YOLOX,YOLOv5), nms plugin support☆1,162Oct 15, 2025Updated 9 months ago
- OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.☆3,467Jul 14, 2024Updated 2 years ago
- YOLOv8 using TensorRT accelerate !☆1,803Jun 10, 2026Updated 2 months ago
- mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！☆853Sep 26, 2022Updated 3 years ago
- YOLO Magic🪄 is an extension based on Ultralytics' YOLOv5, designed to provide more powerful functionality and simpler operations for vis…☆514Apr 25, 2024Updated 2 years ago
- an edge-real-time anchor-free object detector with decent performance☆528Apr 20, 2026Updated 3 months ago
- YOLOv6: a single-stage object detection framework dedicated to industrial applications.☆5,890Aug 7, 2024Updated 2 years ago
- 🍅🍅🍅YOLOv5-Lite: Evolved from yolov5 and the size of model is only 900+kb (int8) and 1.7M (fp16). Reach 15 FPS on the Raspberry Pi 4B~☆2,489Jun 22, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Framework agnostic sliced/tiled inference + interactive ui + error analysis plots☆5,459Updated this week
- yolov5 + csl_label.(Oriented Object Detection)（Rotation Detection）（Rotated BBox）基于yolov5的旋转目标检测☆1,947Oct 13, 2023Updated 2 years ago
- Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors☆14,140Aug 19, 2024Updated last year
- Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimatio…☆60,595Updated this week
- 一些关于目标检测的脚本和改进思路代码，详细请看readme.md☆7,280Aug 7, 2026Updated last week
- More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and …☆690Aug 19, 2024Updated last year
- 🔥🔥🔥TensorRT for YOLOv8、YOLOv8-Pose、YOLOv8-Seg、YOLOv8-Cls、YOLOv7、YOLOv6、YOLOv5、YOLONAS......🚀🚀🚀CUDA IS ALL YOU NEED.🍎🍎🍎☆1,458Jul 19, 2024Updated 2 years ago
- BoxMOT: Pluggable Python and C++ SOTA multi-object tracking modules with support for axis-aligned and oriented bounding boxes☆8,274Updated this week
- 🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥☆3,107Nov 18, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documenta…☆10,578Jun 8, 2025Updated last year
- yolov5 prune，Support V2, V3, V4 and V6 versions of yolov5☆582Jan 6, 2022Updated 4 years ago
- A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion.☆4,420Mar 19, 2026Updated 4 months ago
- 🌟Change the world, it will become a better place. | 以科研和竞赛为导向的最好的YOLO实践框架!☆247Oct 1, 2024Updated last year
- ☆586Jan 5, 2022Updated 4 years ago
- Implementation of popular deep learning networks with TensorRT network definition API☆7,822Jul 11, 2026Updated last month
- Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-ti…☆14,373May 28, 2026Updated 2 months ago
- 🔄 A tool for object detection and image segmentation dataset format conversion.☆316Jul 7, 2026Updated last month
- Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information☆9,541Aug 9, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 基于YoloV5的一些魔改及相关部署方案☆62Mar 27, 2022Updated 4 years ago
- [T-PAMI'23] PAGCP for the compression of YOLOv5☆120Apr 13, 2023Updated 3 years ago
- Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.☆5,049Feb 24, 2026Updated 5 months ago
- based on yolo-high-level project (detect\pose\classify\segment\):include yolov5\yolov7\yolov8\ core ,improvement research ,SwintransformV…☆666Apr 27, 2026Updated 3 months ago
- Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.☆57,865Aug 2, 2026Updated last week
- NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone…☆6,248Aug 8, 2024Updated 2 years ago
- CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.☆258Oct 11, 2025Updated 10 months ago