csviverdeia/deepforest-livestock
DeepForest Livestock - detector de gado em imagens aéreas (RetinaNet, MIT)
Run csviverdeia/deepforest-livestock with an API
Use one of our client libraries to get started quickly. Clicking on a library will take you to the Playground tab where you can tweak different inputs, see the results, and copy the corresponding code to use in your own project.
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
|
Imagem aérea RGB (jpg/png/tif) com gado/livestock.
|
|
| patch_size |
integer
|
400
Min: 200 Max: 2000 |
Tamanho do patch.
|
| patch_overlap |
number
|
0.15
Max: 0.5 |
Overlap entre patches (0-0.5).
|
| iou_threshold |
number
|
0.15
Max: 1 |
IoU pra NMS.
|
| score_threshold |
number
|
0.3
Max: 1 |
Score mínimo (0-1).
|
| return_format |
None
|
detections
|
None
|
{
"type": "object",
"title": "Input",
"required": [
"image"
],
"properties": {
"image": {
"type": "string",
"title": "Image",
"format": "uri",
"x-order": 0,
"description": "Imagem a\u00e9rea RGB (jpg/png/tif) com gado/livestock."
},
"patch_size": {
"type": "integer",
"title": "Patch Size",
"default": 400,
"maximum": 2000,
"minimum": 200,
"x-order": 1,
"description": "Tamanho do patch."
},
"iou_threshold": {
"type": "number",
"title": "Iou Threshold",
"default": 0.15,
"maximum": 1,
"minimum": 0,
"x-order": 3,
"description": "IoU pra NMS."
},
"patch_overlap": {
"type": "number",
"title": "Patch Overlap",
"default": 0.15,
"maximum": 0.5,
"minimum": 0,
"x-order": 2,
"description": "Overlap entre patches (0-0.5)."
},
"return_format": {
"enum": [
"detections",
"summary"
],
"type": "string",
"title": "return_format",
"description": "An enumeration.",
"default": "detections",
"x-order": 5
},
"score_threshold": {
"type": "number",
"title": "Score Threshold",
"default": 0.3,
"maximum": 1,
"minimum": 0,
"x-order": 4,
"description": "Score m\u00ednimo (0-1)."
}
}
}
Output schema
The shape of the response you’ll get when you run this model with an API.
{
"type": "string",
"title": "Output"
}