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Models: Popular

Inference supports running any of the 50,000+ pre-trained public models hosted on Roboflow Universe, as well as fine-tuned models.

We have defined IDs for common models for ease of use. These models do not require an API key for use unlike other public or private models.

Using it in inference is as simple as:

from inference import get_model

model = get_model(model_id="yolov8n-640")

results = model.infer("https://media.roboflow.com/inference/people-walking.jpg")

Tip

See the Use a fine-tuned model guide for an example on how to deploy your own model.

Supported Pre-Trained ModelsΒΆ

You can click the link associated with a model below to test the model in your browser, and use the ID with Inference to deploy the model to the edge.

Model Size Task Model ID Test Model in Browser
YOLOv8n 640 Object Detection yolov8n-640 Test in Browser
YOLOv8n 1280 Object Detection yolov8n-1280 Test in Browser
YOLOv8s 640 Object Detection yolov8s-640 Test in Browser
YOLOv8s 1280 Object Detection yolov8s-1280 Test in Browser
YOLOv8m 640 640 Object Detection yolov8m-640 Test in Browser
YOLOv8m 1280 Object Detection yolov8m-1280 Test in Browser
YOLOv8l 640 Object Detection yolov8l-640 Test in Browser
YOLOv8l 1280 Object Detection yolov8l-1280 Test in Browser
YOLOv8x 640 Object Detection yolov8x-640 Test in Browser
YOLOv8x 1280 Object Detection yolov8x-1280 Test in Browser
YOLO-NAS (small) 640 Object Detection yolo-nas-s-640 Test in Browser
YOLO-NAS (medium) 640 Object Detection yolo-nas-m-640 Test in Browser
YOLO-NAS (large) 640 Object Detection yolo-nas-l-640 Test in Browser
YOLOv8n Instance Segmentation 640 Instance Segmentation yolov8n-seg-640 Test in Browser
YOLOv8n Instance Segmentation 1280 Instance Segmentation yolov8n-seg-1280 Test in Browser
YOLOv8s Instance Segmentation 640 Instance Segmentation yolov8s-seg-640 Test in Browser
YOLOv8m Instance Segmentation 1280 Instance Segmentation yolov8s-seg-1280 Test in Browser
YOLOv8m Instance Segmentation 640 Instance Segmentation yolov8m-seg-640 Test in Browser
YOLOv8m Instance Segmentation 1280 Instance Segmentation yolov8m-seg-1280 Test in Browser
YOLOv8l Instance Segmentation 640 Instance Segmentation yolov8l-seg-640 Test in Browser
YOLOv8l Instance Segmentation 1280 Instance Segmentation yolov8l-seg-1280 Test in Browser
YOLOv8x Instance Segmentation 640 Instance Segmentation yolov8x-seg-640 Test in Browser
YOLOv8x Instance Segmentation 1280 Instance Segmentation yolov8x-seg-1280 Test in Browser
YOLOv8x Keypoint Detection 1280 Keypoint Detection yolov8x-pose-1280 Test in Browser
YOLOv8x Keypoint Detection 640 Keypoint Detection yolov8x-pose-640 Test in Browser
YOLOv8l Keypoint Detection 640 Keypoint Detection yolov8l-pose-640 Test in Browser
YOLOv8m Keypoint Detection 640 Keypoint Detection yolov8m-pose-640 Test in Browser
YOLOv8s Keypoint Detection 640 Keypoint Detection yolov8s-pose-640 Test in Browser
YOLOv8n Keypoint Detection 640 Keypoint Detection yolov8n-pose-640 Test in Browser
YOLOv10n 640 Object Detection yolov10n-640 Test in Browser
YOLOv10s 640 Object Detection yolov10s-640 Test in Browser
YOLOv10m 640 Object Detection yolov10m-640 Test in Browser
YOLOv10b 640 Object Detection yolov10b-640 Test in Browser
YOLOv10l 640 Object Detection yolov10l-640 Test in Browser
YOLOv10x 640 Object Detection yolov10x-640 Test in Browser
YOLOv11n 640 Object Detection yolov11n-640 Test in Browser
YOLOv11s 640 Object Detection yolov11s-640 Test in Browser
YOLOv11m 640 Object Detection yolov11m-640 Test in Browser
YOLOv11l 640 Object Detection yolov11l-640 Test in Browser
YOLOv11x 640 Object Detection yolov11x-640 Test in Browser
YOLOv11n 1280 Object Detection yolov11n-1280 Test in Browser
YOLOv11s 1280 Object Detection yolov11s-1280 Test in Browser
YOLOv11m 1280 Object Detection yolov11m-1280 Test in Browser
YOLOv11l 1280 Object Detection yolov11l-1280 Test in Browser
YOLOv11x 1280 Object Detection yolov11x-1280 Test in Browser
YOLOv11n 640 Instance Segmentation yolov11n-seg-640 Test in Browser
YOLOv11s 640 Instance Segmentation yolov11s-seg-640 Test in Browser
YOLOv11m 640 Instance Segmentation yolov11m-seg-640 Test in Browser
YOLOv11l 640 Instance Segmentation yolov11l-seg-640 Test in Browser
YOLOv11x 640 Instance Segmentation yolov11x-seg-640 Test in Browser