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WongKinYiu /yolov7

Star14.1k

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

pytorch darknet yolov3 yolov4 scaled-yolov4 yolor yolov7

UpdatedAug 19, 2024
Jupyter Notebook

PaddlePaddle /PaddleDetection

Star14k

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

faster-rcnn face-detection object-detection human-pose-estimation human-activity-recognition multi-object-tracking instance-segmentation mask-rcnn yolov3 deepsort fcos blazeface yolov5 detr pp-yolo fairmot yolox picodet yolov7 rt-detr

UpdatedOct 10, 2025
Python

wang-xinyu /tensorrtx

Star7.6k

Implementation of popular deep learning networks with TensorRT network definition API

resnet squeezenet tensorrt crnn arcface mobilenetv2 yolov3 mnasnet retinaface mobilenetv3 yolov3-spp yolov4 yolov5 detr swin-transformer yolov7 yolov8 yolov9 yolo11

UpdatedDec 17, 2025
C++

open-mmlab /mmyolo

Star3.4k

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

deep-learning pytorch yolo object-detection yolov5 yolox yolov6 yolov7 ppyoloe rotated-object-detection yolov8 rtmdet

UpdatedJul 14, 2024
Python

lucasjinreal /yolov7_d2

Star3.1k

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

detection transformers face yolo object-detection tensorrt instance-segmentation onnx detr yolox yolov6 detextron2 yolov7

UpdatedNov 18, 2023
Python

iscyy /ultralyticsPro

Star2.9k

🔥🔥🔥 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 modules🚀

deep-learning backbone pytorch transformer yolo yolov3 yolov4 yolov5 yolov6 yolov7 yoloair yolov8 rt-detr yolov10 yolo11

UpdatedDec 15, 2025
Python

deepcam-cn /yolov5-face

Star2.4k

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)

pytorch yolo tensorrt shufflenet arcface retinaface blazeface yolov5 scrfd tinaface yolov7

UpdatedJul 22, 2024
Python

PaddlePaddle /PaddleSlim

Star1.6k

PaddleSlim is an open-source library for deep model compression and architecture search.

sparsity compression detection transformer segmentation pruning quantization nas bert tensorrt distillation ernie yolov5 yolov6 yolov7

UpdatedOct 27, 2025
Python

laugh12321 /TensorRT-YOLO

Star1.6k

🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️

computer-vision yolo image-classification object-detection pose-estimation tensorrt instance-segmentation yolov3 yolov5 ultralytics tensorrt-inference yolov6 yolov7 rotated-object-detection yolov8 yolov9 yolov10 tensorrt10 yolo11 yolo12

UpdatedDec 12, 2025
C++

FeiYull /TensorRT-Alpha

Star1.4k

🔥🔥🔥TensorRT for YOLOv8、YOLOv8-Pose、YOLOv8-Seg、YOLOv8-Cls、YOLOv7、YOLOv6、YOLOv5、YOLONAS......🚀🚀🚀CUDA IS ALL YOU NEED.🍎🍎🍎

cuda tensorrt yolov3 libfacedetection efficientdet yolov4 u2net yolov5 yolor yolox yolov6 yolov7 yolov8 rt-detr yolonas yolov8-seg yolov8-pose

UpdatedJul 19, 2024
C++

NirAharon /BoT-SORT

Star1.3k

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

pytorch multi-object-tracking tracking-by-detection multi-object-tracker multi-pedestrian-tracking yolox yolov7

UpdatedAug 8, 2024
Jupyter Notebook

Linaom1214 /TensorRT-For-YOLO-Series

Star1.1k

tensorrt for yolo series (YOLOv11,YOLOv10,YOLOv9,YOLOv8,YOLOv7,YOLOv6,YOLOX,YOLOv5), nms plugin support

yolo tensorrt yolov3 yolov5 yolox yolov6 yolov7 yolov8 yolov9 yolov10 yolo11 yolo12

UpdatedOct 15, 2025
Python

kadirnar /segment-anything-video

Sponsor

Star987

MetaSeg: Packaged version of the Segment Anything repository

segmentation object-detection object-segmentation yolov5 yolov6 yolov7 yolov8 segment-anything

UpdatedDec 15, 2025
Python

based on yolo-high-level project (detect\pose\classify\segment\):include yolov5\yolov7\yolov8\ core ,improvement research ,SwintransformV2 and Attention Series. training skills, business customization, engineering deployment C

pytorch object-detection deepstream attention-mechanism yolov5 swintransformer yolov7 custom-networ yolov8

UpdatedOct 30, 2025
Python

derronqi /yolov8-face

Star746

yolov8 face detection with landmark

mtcnn insightface retinaface yolov5 yolov5-face yolov7 yolov8 yolov7-face yolov8-face

UpdatedOct 29, 2024
Python

PaddlePaddle /PaddleYOLO

Star650

🚀🚀🚀 YOLO series of PaddlePaddle implementation, PP-YOLOE+, RT-DETR, YOLOv5, YOLOv6, YOLOv7, YOLOv8, YOLOv10, YOLO11, YOLOX, YOLOv5u, YOLOv7u, YOLOv6Lite, RTMDet and so on. 🚀🚀🚀