0:Store
ndarray 1280×720 BGR
ndarray
| shape | (720, 1280, 3) |
| dtype | uint8 |
1:RoboflowInference
↑ previous
ObjectDetectionInferenceResponse
visualization
None
inference_id
None
frame_id
None
time
0.422924832906574
image: InferenceResponseImage
width
1280
height
720
predictions: list ×10
| [0] | ObjectDetectionPrediction x 761.8335571289062 | y 463.0358581542969 | +9 more |
| [1] | ObjectDetectionPrediction x 298.6778869628906 | y 515.9962768554688 | +9 more |
| [2] | ObjectDetectionPrediction x 952.2425537109375 | y 658.193603515625 | +9 more |
| [3] | ObjectDetectionPrediction x 713.31884765625 | y 605.2071533203125 | +9 more |
| [4] | ObjectDetectionPrediction x 563.79150390625 | y 432.97882080078125 | +9 more |
| [5] | ObjectDetectionPrediction x 109.77637481689453 | y 465.4410400390625 | +9 more |
| … | +4 more |
2:DetectionsFromInference
↑ previous
Detections
xyxy: ndarray
ndarray
| shape | (10, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (10,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (10,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (10,) |
| dtype | <U14 |
metadata: dict
empty
3:DetectionsNMS
↑ previous
Detections
xyxy: ndarray
ndarray
| shape | (10, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (10,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (10,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (10,) |
| dtype | <U14 |
metadata: dict
empty
4:DetectionsFilter
↑ previous
Detections
xyxy: ndarray
ndarray
| shape | (9, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (9,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (9,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (9,) |
| dtype | <U14 |
metadata: dict
empty
5:Recall
ndarray 1280×720 BGR
ndarray
| shape | (720, 1280, 3) |
| dtype | uint8 |
Detections
xyxy: ndarray
ndarray
| shape | (9, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (9,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (9,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (9,) |
| dtype | <U14 |
metadata: dict
empty
6:BoxAnnotator
ndarray 1280×720 BGR
ndarray
| shape | (720, 1280, 3) |
| dtype | uint8 |
Detections
xyxy: ndarray
ndarray
| shape | (9, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (9,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (9,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (9,) |
| dtype | <U14 |
metadata: dict
empty
7:LabelAnnotator
ndarray 1280×720 BGR
ndarray
| shape | (720, 1280, 3) |
| dtype | uint8 |
Detections
xyxy: ndarray
ndarray
| shape | (9, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (9,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (9,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (9,) |
| dtype | <U14 |
metadata: dict
empty
8:ImageWindow
ndarray 1280×720 BGR
ndarray
| shape | (720, 1280, 3) |
| dtype | uint8 |
Detections
xyxy: ndarray
ndarray
| shape | (9, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (9,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (9,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (9,) |
| dtype | <U14 |
metadata: dict
empty
9:Pick
ndarray 1280×720 BGR
ndarray
| shape | (720, 1280, 3) |
| dtype | uint8 |