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jarvissan22 /yolo_tracker:e861f66c
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 |
|---|---|---|---|
| video |
string
|
Input video file (MP4 / AVI / MOV). Can be a local path or a URL.
|
|
| model_weights |
string
|
yolo11m.pt
|
YOLO model weights to use. Accepts:
• Named ultralytics model — 'yolo11m.pt', 'yolov8n.pt', etc.
• HTTPS / presigned URL — 'https://my-bucket.s3.amazonaws.com/best.pt?...'
• S3 URI — 's3://my-bucket/models/best.pt'
• Absolute container path — '/src/weights/best.pt'
Remote weights are downloaded once and cached for the container lifetime.
|
| tracker_config |
None
|
bytetrack.yaml
|
YOLO tracker configuration file name.
|
| conf |
number
|
0.2
Min: 0.01 Max: 1 |
Detection confidence threshold.
|
| iou |
number
|
0.7
Min: 0.01 Max: 1 |
IoU threshold for NMS.
|
| max_det |
integer
|
600
Min: 1 Max: 3000 |
Maximum detections per frame.
|
| resize_ratio |
number
|
0.75
Min: 0.1 Max: 1 |
Scale factor applied to output video dimensions.
|
| max_frames |
integer
|
1000
|
Cap on frames to process (0 = no cap).
|
| save_annotated_video |
boolean
|
True
|
Write and return an annotated output video.
|
Output schema
The shape of the response you’ll get when you run this model with an API.
Schema
{'items': {'type': 'string'},
'title': 'Output',
'type': 'array',
'x-cog-array-type': 'iterator'}