Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
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Nov 7, 2026 - Python
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Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
computer-vision deep-learning inference pytorch yolo image-classification object-detection tensorrt instance-segmentation model-training coreml onnx model-export tflite yolov5 ultralytics
PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.
computer-vision deep-learning inference pytorch yolo object-detection tensorrt model-training coreml onnx model-export yolov3 edge-ai ultralytics
Ultralytics YOLO tutorials for Colab, Kaggle, and SageMaker covering training, inference, export, and vision tasks.
computer-vision examples jupyter-notebook tutorials kaggle yolo segmentation object-detection object-tracking pose-estimation model-training sagemaker model-export google-colab ultralytics yolo11
Ultralytics YOLO26 quickstart for detection, instance and semantic segmentation, depth estimation, classification, pose, OBB, and tracking.
python cli machine-learning computer-vision deep-learning pytorch yolo image-classification object-detection object-tracking semantic-segmentation pose-estimation obb depth-estimation instance-segmentation model-export edge-ai ultralytics yolo26
Retired Python SDK for the shut-down Ultralytics HUB API, kept for reference; build new integrations on the Ultralytics Platform REST API
python computer-vision models deprecated api-client python-sdk datasets model-deployment model-training model-export ultralytics-hub
Ultralytics YOLOv8 discovery and quickstart for detection, segmentation, classification, pose, OBB, and tracking.
python cli machine-learning computer-vision deep-learning pytorch yolo image-classification object-detection object-tracking pose-estimation obb instance-segmentation model-export edge-ai ultralytics yolov8
A library for exporting Spark ML models and pipelines to PFA
Ultralytics YOLO11 discovery and quickstart for detection, segmentation, classification, pose, OBB, and tracking.
python cli machine-learning computer-vision deep-learning pytorch yolo image-classification object-detection object-tracking pose-estimation obb instance-segmentation model-export edge-ai ultralytics yolo11
Any PyTorch model to NNEF exchange format
deep-learning neural-network inference pytorch quantization model-export tract nnef llm onnx-alternative
TouchDesigner geometry utils
YOLOv12 Underwater Object Detection is an open-source suite for underwater object detection, built on YOLOv12. It offers an end-to-end pipeline with GPU-accelerated training, customizable data augmentations, real-time inference via Gradio, and support for model export (ONNX & PyTorch).
computer-vision deep-learning image-processing pytorch gpu-acceleration object-detection gradio evaluation-metrics data-augmentation attention-mechanisms onnx model-export training-pipeline mixed-precision-training underwater-object-detection underwater-imaging real-time-inference yolov12 environmental-adaptation brackish-water
HGM Viewer is a 3D model viewer and exporter for Haemimont Games model format .hgm used in the Sol Engine (Jagged Alliance 3 etc.)
modding model-viewer 3d-models hpk model-export surviving-mars haemimont hgm jagged-alliance jagged-alliance3 strandedalien
Blender add-on to import/export BattleForge / Skylords Reborn 3D models, animations, materials, and collisions (.drs, .bmg, .ska).
blender animation drs skeletal-animation blender-addon 3d 3d-model game-modding model-export skaffold model-import bmg battleforge skylords-reborn
crossdata graphics tests
geometry animation rendering directx collision-detection houdini directx11 model-export animation-export
Modular pipeline for building RAG and LLM workflows in Colab, including tokenizer/chunk/embed notebooks and CoreML model exporters for iOS. Part of the NoesisNoema project.
Convert XGBoost models (XGBRegressor/XGBClassifier) to Excel formula expressions for spreadsheet deployment
python machine-learning excel xgboost gradient-boosting interpretability model-deployment model-export xgboost-regression excelformula
A standalone version of the next PyTorch ONNX exporter
ML framework: synthetic dataset generation, model training, evaluation, and interactive performance visualization. Part of SagaOfTheAylopors_Game (https://github.com/SaruBeatz/SagaOfTheAylopors)
python machine-learning simulation evaluation ml dataset psychology dataset-generation behavior-analysis evaluation-metrics synthetic-data model-export personality-types ml-metrics
A powerful GUI tool to manage YOLO training runs, run batch profile-based model exports (ONNX, TensorRT, OpenVINO) with custom precision/opset configurations, execute automated post-export scripting pipelines, and preview test model inference in real-time.
desktop-app avalonia yolo computer-vision-algorithms onnx model-export ultralytics model-training-and-inference
Experimental system model generator for RTS
model-checking rts execution-tracer model-exploration osek system-modeling model-export automotive-applications
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