Ultralytics
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You must be logged in to vote Impact of small object noise and dataset scaling
detectObject Detection issues, PR's advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote Team Plan When?
enhancementNew feature or request advice neededNon-issue requests for advice, recommendations, and best practices PlatformUltralytics Platform issues -
You must be logged in to vote ID Reassignment in yolo tracker long term video
questionFurther information is requested segmentInstance Segmentation issues, PR's advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote PV Panel Defect Detection using Enhanced YOLO v8
questionFurther information is requested detectObject Detection issues, PR's advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote Can't load more than 78 images in dataset
questionFurther information is requested HUBUltralytics HUB issues PlatformUltralytics Platform issues -
You must be logged in to vote How to configure and train a yolov8n model with a pyramid enhancement block (Pre module to the yolov8)
enhancementNew feature or request detectObject Detection issues, PR's advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote SF & SAHI
detectObject Detection issues, PR's advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote Request for More Detailed Documentation on MuSGD Optimizer Usage
documentationImprovements or additions to documentation enhancementNew feature or request advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote Handling Train/Val/Test splits for a small pool of videos with static backgrounds
detectObject Detection issues, PR's advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote indirme
questionFurther information is requested advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote put a new part in the rtdetr-l model
questionFurther information is requested detectObject Detection issues, PR's advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote How to train and deploy an ultra-small YOLO model on a constrained device (OpenArtPlus v1.0, 2MB SRAM, 64MB SDRAM)?
embeddedPertaining to IOT, low-power or edge devices such as Jetson, Rasberry Pi etc. exportsModel exports (ONNX, TensorRT, TFLite, etc.) advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote Knowledge Distillation yolo11x to yolo11n
enhancementNew feature or request advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote Oriented Object Detection on Imbalanced Data
questionFurther information is requested OBBOriented Bounding Box (OBB) models advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote Native ReID Feature Extraction for NMS-Free Architectures (YOLO26): Challenges and Potential Solutions
detectObject Detection issues, PR's solutionsUltralytics Solutions issues, PR's, Discussions advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote Shrink container image size when using Ultralytics with TensorRT
dependenciesDependencies and packages exportsModel exports (ONNX, TensorRT, TFLite, etc.) advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote What benefits does yolov26 offer over yolov11?
questionFurther information is requested detectObject Detection issues, PR's advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote High False Positives After Scaling YOLO Model and Dataset
questionFurther information is requested detectObject Detection issues, PR's advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote Base YOLOv8, why do predictions from best.pt/last.pt differ from the training-time val_batch*_pred.jpg results?
questionFurther information is requested posePose/keypoint estimation models -
You must be logged in to vote Has anyone successfully called YOLO using React Native?
questionFurther information is requested advice neededNon-issue requests for advice, recommendations, and best practices -
You must be logged in to vote -
You must be logged in to vote Minority class achieves 99.2% mAP while majority class only gets 65.3% - Expected behavior?
questionFurther information is requested detectObject Detection issues, PR's advice neededNon-issue requests for advice, recommendations, and best practices
