https://docs.ultralytics.com/reference/utils/autobatch
Reference for ultralytics/utils/autobatch.py | Ultralytics Docs
Discover how to automatically estimate the best YOLO batch size for optimal CUDA memory usage in PyTorch using Ultralytics' autobatch utility.
referenceultralyticsutilspydocs
https://www.ultralytics.com/blog/from-farm-to-table-how-ai-drives-innovation-in-agriculture
AI in Agriculture: Farm to Table Fruit Innovation | Ultralytics
Walk through step by step how AI is driving innovation in agriculture, making it easier to grow, harvest, and deliver fruits from the farm to your table.
ai in agriculturefarm to tablefruitinnovationultralytics
https://www.ultralytics.com/it/contact
Ultralytics | Contattaci
Contattate Ultralytics per richiedere informazioni sui nostri prodotti di intelligenza artificiale, sulle soluzioni in vari settori, sui dettagli delle licenze...
ultralyticscontattaci
https://docs.ultralytics.com/reference/utils/nms
Reference for ultralytics/utils/nms.py | Ultralytics Docs
Custom NMS implementation for Ultralytics YOLO with TorchNMS class for torchvision-free inference and fast-nms for oriented bounding boxes. Optimized for speed...
referenceultralyticsutilsnmspy
https://docs.ultralytics.com/it/datasets/obb/dota128
Dataset DOTA128 | Documentazione Ultralytics
Esplora il dataset DOTA128: un versatile dataset di rilevamento di oggetti orientati, ideale per testare ed eseguire il debug di modelli OBB utilizzando...
datasetdocumentazioneultralytics
https://docs.ultralytics.com/reference/data/augment
Reference for ultralytics/data/augment.py | Ultralytics Docs
Explore Ultralytics image augmentation techniques like MixUp, Mosaic, and Random Perspective for enhancing model training. Improve your deep learning models...
referenceultralyticsdataaugmentpy
https://www.ultralytics.com/glossary/catboost
What is CatBoost? Boosting for Categorical Data | Ultralytics
Explore CatBoost, a powerful gradient boosting algorithm for categorical data. Learn how it enhances predictive modeling alongside Ultralytics YOLO26 for AI...
what iscatboostboostingcategoricaldata
https://docs.ultralytics.com/it/integrations/executorch
Effettua il deployment di YOLO26 su mobile ed edge con ExecuTorch | Ultralytics Docs
Esporta i modelli YOLO26 in formato ExecuTorch per un'inferenza on-device efficiente su dispositivi mobile ed edge. Ottimizza i tuoi modelli AI per iOS,...
https://forum.opencv.org/tag/ultralytics/401
Topics tagged ultralytics
Topics tagged ultralytics
topicstaggedultralytics
https://ki-toolsuite.de/ai_topics/ultralytics/
ultralytics-Archiv - KI-Toolsuite
ultralyticsarchivkitoolsuite
https://www.ultralytics.com/glossary/mean-average-precision-map
What is Mean Average Precision (mAP)? | Ultralytics
Learn how Mean Average Precision (mAP) evaluates computer vision models. Explore IoU, precision, and recall, and calculate mAP with Ultralytics YOLO26 today.
what isaverage precisionmeanmapultralytics
https://docs.ultralytics.com/reference/models/sam/build
Reference for ultralytics/models/sam/build.py | Ultralytics Docs
Discover detailed instructions for building various Segment Anything Model (SAM) and Segment Anything Model 2 (SAM 2) architectures with Ultralytics, including...
referenceultralyticsmodelssambuild
https://docs.ultralytics.com/integrations/roboflow
Roboflow | Ultralytics Docs
Learn how to label data and export datasets in YOLO format using Roboflow for training Ultralytics models.
roboflowultralyticsdocs
https://community.ultralytics.com/t/new-release-ultralytics-v8-4-21/1846
New Release: Ultralytics v8.4.21 - Discussion - Ultralytics
Mar 6, 2026 - :rocket: Ultralytics v8.4.21 is out! Ultralytics v8.4.21 is a reliability-focused release with a big win for Rockchip RKNN exports :white_check_mark:, plus...
new releaseultralyticsdiscussion
https://docs.ultralytics.com/guides/trackzone
TrackZone using Ultralytics YOLO26 | Ultralytics Docs
Discover how TrackZone leverages Ultralytics YOLO26 to precisely track objects within specific zones, enabling real-time insights for crowd analysis,...
usingultralyticsdocs
https://www.ultralytics.com/glossary/edge-computing
What is Edge Computing? Benefits and Deployment | Ultralytics
Explore the benefits of edge computing for real-time AI. Learn how to reduce latency and deploy Ultralytics YOLO26 to edge devices via the Ultralytics Platform.
what isedge computingbenefitsdeploymentultralytics
https://docs.ultralytics.com/it/integrations/clearml
Addestramento di YOLO26 con ClearML: Semplifica il tuo flusso di lavoro MLOps | Ultralytics Docs
Scopri come integrare YOLO26 con ClearML per semplificare il tuo flusso di lavoro MLOps, automatizzare gli esperimenti e migliorare la gestione dei modelli...
https://docs.ultralytics.com/reference/models/rtdetr/model
Reference for ultralytics/models/rtdetr/model.py | Ultralytics Docs
Explore the interface for Baidu's RT-DETR, a Vision Transformer-based real-time object detector in the Ultralytics Docs. Learn more about its efficient hybrid...
referenceultralyticsmodelspydocs
https://www.toolcentral.ai/zh/ai-tools/ultralytics/?cat=best-ai-models
Ultralytics YOLOv8开源平台:高精度图像检测分割与模型训练部署工具 - ToolCentral
Ultralytics官网 开源计算机视觉平台,提供YOLOv8等模型训练与部署,支持快速精准的目标检测与图像分割,助力AI开发者高效落地。
ultralyticstoolcentral