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ultralytics /ultralytics

Star49.4k

Ultralytics YOLO 🚀

python cli tracking machine-learning computer-vision deep-learning hub pytorch yolo image-classification object-detection pose-estimation instance-segmentation ultralytics rotated-object-detection yolov8 segment-anything yolo-world yolo11 yolo26

UpdatedDec 2, 2025
Python

A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like YOLO11, RT-DETR, SAM 2, Florence-2, PaliGemma 2, and Qwen2.5VL.

machine-learning tutorial deep-neural-networks computer-vision deep-learning pytorch image-classification object-detection image-segmentation vlm google-colab zero-shot-detection yolov5 zero-shot-classification yolov8 open-vocabulary-detection open-vocabulary-segmentation automatic-labeling-system qwen paligemma

UpdatedDec 1, 2025
Jupyter Notebook

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 1, 2025
C++

xlite-dev /lite.ai.toolkit

Star4.3k

🛠A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion, etc.🎉

tensorrt mnn ncnn onnx onnxruntime yolov5 tnn mnn-model yolox robustvideomatting yolov6 stable-diffusion yolov8 facefusion

UpdatedNov 28, 2025
C++

open-mmlab /mmyolo

Star3.3k

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

vietanhdev /anylabeling

Sponsor

Star2.9k

Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2), MobileSAM!!

computer-vision yolo labeling labeling-tool onnx auto-labeling yolov8 segment-anything mobilesam sam2 segment-anything-2

UpdatedMay 4, 2025
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

UpdatedApr 7, 2025
Python

autodistill /autodistill

Star2.5k

Images to inference with no labeling (use foundation models to train supervised models).

machine-learning computer-vision deep-learning image-annotation pytorch image-classification object-detection instance-segmentation labeling-tool multimodal yolov5 model-distillation foundation-models auto-labeling yolov8 segment-anything grounding-dino

UpdatedMay 14, 2025
Python

roboflow /inference

Star2.1k

Turn any computer or edge device into a command center for your computer vision projects.

python docker machine-learning computer-vision deployment inference classification object-detection vit agents inference-server jetson tensorrt instance-segmentation onnx inference-api yolov5 yolov8 yolo11 yolov12

UpdatedDec 2, 2025
Python

vitoplantamura /OnnxStream

Star2k

Lightweight inference library for ONNX files, written in C++. It can run Stable Diffusion XL 1.0 on a RPI Zero 2 (or in 298MB of RAM) but also Mistral 7B on desktops and servers. ARM, x86, WASM, RISC-V supported. Accelerated by XNNPACK. Python, C# and JS(WASM) bindings available.

raspberry-pi machine-learning webassembly wasm llama whisper mistral onnx tinyml stable-diffusion yolov8