ultralytics/yolov8s-worldv2:d28fb092 | Run with an API on Replicate

You're looking at a specific version of this model. Jump to the model overview.

ultralytics /yolov8s-worldv2:d28fb092

Input schema

The fields you can use to run this model with an API. If you don’t give a value for a field its default value will be used.

Field	Type	Default value	Description
image	string		Input image
conf	number	0.25 Max: 1	Confidence threshold
iou	number	0.45 Max: 1	IoU threshold for NMS
imgsz	None	640	Image size
class_names	string	person, bus, sign	Comma-separated list of class names to filter results (e.g., 'person, bus, sign') You can also leave it empty to detect classes automatically.
return_json	boolean	False	Return detection results as JSON

Output schema

The shape of the response you’ll get when you run this model with an API.

Schema

{'description': 'Output model for predictions.',
 'properties': {'image': {'format': 'uri', 'title': 'Image', 'type': 'string'},
                'json_str': {'title': 'Json Str', 'type': 'string'}},
 'title': 'Output',
 'type': 'object'}