{
 "schema_version": 1,
 "generated": "2026-10-31",
 "repo": "ultralytics/ultralytics",
 "name": "ultralytics",
 "owner": "ultralytics",
 "slug": "ultralytics-ultralytics",
 "github": "https://github.com/ultralytics/ultralytics",
 "what": "Ultralytics is the package behind the YOLO family of computer vision models, up to YOLO26. One `pip install ultralytics` gives you a `yolo` CLI and a Python API for detection, segmentation and more: predict on images, train on your own dataset, validate, and export to formats like ONNX. It is AGPL-3.0 with an enterprise license for commercial use.",
 "why": "63k stars, talked about in 2 AI sources we track",
 "language": "Python",
 "requirements": [
  "Python 3.8 or newer with pip (PyTorch is installed with the package requirements)",
  "A GPU is optional for prediction and recommended for training",
  "Images or video to run on, or a dataset config for training"
 ],
 "audience_note": "Developers and makers who need object detection or segmentation running quickly.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Data and analytics",
 "url": "https://dedupedai.com/use-cases/ultralytics-ultralytics/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "ultralytics-ultralytics--detect-objects-in-an-image-with-yolo-cli",
   "title": "Detect objects in an image with one command",
   "best": true,
   "url": "https://dedupedai.com/use-cases/ultralytics-ultralytics/detect-objects-in-an-image-with-yolo-cli/",
   "json": "https://dedupedai.com/use-cases/u/ultralytics-ultralytics/detect-objects-in-an-image-with-yolo-cli.json"
  },
  {
   "id": "ultralytics-ultralytics--train-a-custom-yolo-model-in-python",
   "title": "Train and validate a YOLO model on your dataset",
   "best": false,
   "url": "https://dedupedai.com/use-cases/ultralytics-ultralytics/train-a-custom-yolo-model-in-python/",
   "json": "https://dedupedai.com/use-cases/u/ultralytics-ultralytics/train-a-custom-yolo-model-in-python.json"
  },
  {
   "id": "ultralytics-ultralytics--export-a-yolo-model-to-onnx-for-deployment",
   "title": "Export a YOLO model to ONNX for deployment",
   "best": false,
   "url": "https://dedupedai.com/use-cases/ultralytics-ultralytics/export-a-yolo-model-to-onnx-for-deployment/",
   "json": "https://dedupedai.com/use-cases/u/ultralytics-ultralytics/export-a-yolo-model-to-onnx-for-deployment.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}