"bboxes": [
[xMin, xMax, yMin, yMax],
...]
xMin, xMax
are the minimum and maximum x values and
yMin, yMax
are the minimum and maximum y values respectively.
Example batch prediction output
Batch AutoML image object detection prediction responses are stored as JSON Lines files in Cloud Storage buckets. Each line of the JSON Lines file contains all objects found in a single image file. Each found object has an annotation (label and normalized bounding box) with a corresponding confidence score.
Important: Bounding boxes are specified as:
"bboxes": [
[xMin, xMax, yMin, yMax],
...]
xMin
and xMax
are the minimum and maximum x values and
yMin
and yMax
are the minimum and maximum y values respectively.
{ "instance": {"content": "gs://bucket/image.jpg", "mimeType": "image/jpeg"}, "prediction": { "ids": [1, 2], "displayNames": ["cat", "dog"], "bboxes": [ [0.1, 0.2, 0.3, 0.4], [0.2, 0.3, 0.4, 0.5] ], "confidences": [0.7, 0.5] } }