0:LoadFile
bytes
| size | 334.8 KB |
1:Decode
ImagePayload 1920×1080 BGR HWC
ImagePayload
| shape | (1080, 1920, 3) |
| spatial_shape | (1080, 1920) |
| size | (1920, 1080) |
| dtype | uint8 |
| layout | HWC |
| color_space | BGR |
| channels | 3 |
2:ImageToArray
ndarray 1920×1080 BGR
ndarray
| shape | (1080, 1920, 3) |
| dtype | uint8 |
3:Store
ndarray 1920×1080 BGR
ndarray
| shape | (1080, 1920, 3) |
| dtype | uint8 |
4:RoboflowInference
↑ previous
list ×1
[0] ObjectDetectionInferenceResponse
visualization
None
inference_id
None
frame_id
None
time
None
image: InferenceResponseImage
width
1920
height
1080
predictions: list ×12
[0] ObjectDetectionPrediction
x
1192.5
y
1016.0
width
101.0
height
128.0
confidence
0.8708171844482422
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
6caa199d-ab14-48d6-827c-d7cf20a76a4c
parent_id
None
[1] ObjectDetectionPrediction
x
1465.5
y
795.5
width
111.0
height
185.0
confidence
0.799755334854126
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
6d7f1f6b-f34d-4cc4-9499-344241123c72
parent_id
None
[2] ObjectDetectionPrediction
x
705.5
y
753.0
width
79.0
height
204.0
confidence
0.7624240517616272
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
43be98e7-bbdd-4128-bc35-4c324cb878cc
parent_id
None
[3] ObjectDetectionPrediction
x
787.5
y
538.5
width
73.0
height
173.0
confidence
0.6998701691627502
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
5e4b403a-3c07-41fa-ae7e-b7016a3e613a
parent_id
None
[4] ObjectDetectionPrediction
x
599.0
y
340.0
width
62.0
height
144.0
confidence
0.6854233145713806
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
c02044a6-577a-49ec-9758-5b595306001b
parent_id
None
[5] ObjectDetectionPrediction
x
1173.5
y
582.0
width
67.0
height
150.0
confidence
0.6822562217712402
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
a6715b35-1aea-4701-967c-53204660f4c8
parent_id
None
[6] ObjectDetectionPrediction
x
737.5
y
315.5
width
63.0
height
151.0
confidence
0.6686639189720154
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
7de033d3-e0f5-44f7-86df-760f6e709223
parent_id
None
[7] ObjectDetectionPrediction
x
1482.0
y
403.0
width
70.0
height
166.0
confidence
0.6617043018341064
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
46b87ded-f834-4c83-a95b-5c68e319a2b5
parent_id
None
[8] ObjectDetectionPrediction
x
88.5
y
892.5
width
107.0
height
195.0
confidence
0.6529056429862976
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
cf6d51e8-1a7b-4451-b0c6-22e348b07524
parent_id
None
[9] ObjectDetectionPrediction
x
1502.0
y
558.0
width
80.0
height
170.0
confidence
0.6237207055091858
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
168e6e98-3800-48dc-b901-b4f1d15ec664
parent_id
None
[10] ObjectDetectionPrediction
x
296.0
y
525.0
width
70.0
height
170.0
confidence
0.6098727583885193
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
d91011fd-ccf5-474f-8f53-cf42d828864a
parent_id
None
[11] ObjectDetectionPrediction
x
61.0
y
861.5
width
58.0
height
69.0
confidence
0.5141639709472656
class_name
backpack
class_confidence
None
class_id
27
tracker_id
None
detection_id
04a161d1-4164-49bb-bec5-b14b26d4cb40
parent_id
None
5:Select
↑ previous
ObjectDetectionInferenceResponse
visualization
None
inference_id
None
frame_id
None
time
None
image: InferenceResponseImage
width
1920
height
1080
predictions: list ×12
[0] ObjectDetectionPrediction
x
1192.5
y
1016.0
width
101.0
height
128.0
confidence
0.8708171844482422
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
6caa199d-ab14-48d6-827c-d7cf20a76a4c
parent_id
None
[1] ObjectDetectionPrediction
x
1465.5
y
795.5
width
111.0
height
185.0
confidence
0.799755334854126
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
6d7f1f6b-f34d-4cc4-9499-344241123c72
parent_id
None
[2] ObjectDetectionPrediction
x
705.5
y
753.0
width
79.0
height
204.0
confidence
0.7624240517616272
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
43be98e7-bbdd-4128-bc35-4c324cb878cc
parent_id
None
[3] ObjectDetectionPrediction
x
787.5
y
538.5
width
73.0
height
173.0
confidence
0.6998701691627502
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
5e4b403a-3c07-41fa-ae7e-b7016a3e613a
parent_id
None
[4] ObjectDetectionPrediction
x
599.0
y
340.0
width
62.0
height
144.0
confidence
0.6854233145713806
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
c02044a6-577a-49ec-9758-5b595306001b
parent_id
None
[5] ObjectDetectionPrediction
x
1173.5
y
582.0
width
67.0
height
150.0
confidence
0.6822562217712402
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
a6715b35-1aea-4701-967c-53204660f4c8
parent_id
None
[6] ObjectDetectionPrediction
x
737.5
y
315.5
width
63.0
height
151.0
confidence
0.6686639189720154
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
7de033d3-e0f5-44f7-86df-760f6e709223
parent_id
None
[7] ObjectDetectionPrediction
x
1482.0
y
403.0
width
70.0
height
166.0
confidence
0.6617043018341064
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
46b87ded-f834-4c83-a95b-5c68e319a2b5
parent_id
None
[8] ObjectDetectionPrediction
x
88.5
y
892.5
width
107.0
height
195.0
confidence
0.6529056429862976
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
cf6d51e8-1a7b-4451-b0c6-22e348b07524
parent_id
None
[9] ObjectDetectionPrediction
x
1502.0
y
558.0
width
80.0
height
170.0
confidence
0.6237207055091858
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
168e6e98-3800-48dc-b901-b4f1d15ec664
parent_id
None
[10] ObjectDetectionPrediction
x
296.0
y
525.0
width
70.0
height
170.0
confidence
0.6098727583885193
class_name
person
class_confidence
None
class_id
1
tracker_id
None
detection_id
d91011fd-ccf5-474f-8f53-cf42d828864a
parent_id
None
[11] ObjectDetectionPrediction
x
61.0
y
861.5
width
58.0
height
69.0
confidence
0.5141639709472656
class_name
backpack
class_confidence
None
class_id
27
tracker_id
None
detection_id
04a161d1-4164-49bb-bec5-b14b26d4cb40
parent_id
None
6:DetectionsFromInference
↑ previous
Detections
xyxy: ndarray
ndarray
| shape | (12, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (12,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (12,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (12,) |
| dtype | <U8 |
metadata: dict
empty
7:DetectionsFilter
↑ previous
Detections
xyxy: ndarray
ndarray
| shape | (11, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (11,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (11,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (11,) |
| dtype | <U8 |
metadata: dict
empty
8:DetectionsFilter
↑ previous
Detections
xyxy: ndarray
ndarray
| shape | (11, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (11,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (11,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (11,) |
| dtype | <U8 |
metadata: dict
empty
9:DetectionsNMS
↑ previous
Detections
xyxy: ndarray
ndarray
| shape | (11, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (11,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (11,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (11,) |
| dtype | <U8 |
metadata: dict
empty
10:DetectionsScaleBoxes
↑ previous
Detections
xyxy: ndarray
ndarray
| shape | (11, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (11,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (11,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (11,) |
| dtype | <U8 |
metadata: dict
empty
11:Recall
ndarray 1920×1080 BGR
ndarray
| shape | (1080, 1920, 3) |
| dtype | uint8 |
Detections
xyxy: ndarray
ndarray
| shape | (11, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (11,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (11,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (11,) |
| dtype | <U8 |
metadata: dict
empty
12:DetectionsClipBoxes
ndarray 1920×1080 BGR
ndarray
| shape | (1080, 1920, 3) |
| dtype | uint8 |
Detections
xyxy: ndarray
ndarray
| shape | (11, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (11,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (11,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (11,) |
| dtype | <U8 |
metadata: dict
empty
13:DetectionsCrop
Detections
xyxy: ndarray
ndarray
| shape | (11, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (11,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (11,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (11,) |
| dtype | <U8 |
metadata: dict
empty
ImagePayload ×11
14:Store
Detections
xyxy: ndarray
ndarray
| shape | (11, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (11,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (11,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (11,) |
| dtype | <U8 |
metadata: dict
empty
ImagePayload ×11
15:Pick
ImagePayload ×11
16:Scatter
Scatter
| items | 11 |
| concurrency | 1 |
| steps | 2 |
| total | 14408.0 ms |
17:ConvertColorSpace
ImagePayload 113×135 RGB HWC
ImagePayload
| shape | (135, 113, 3) |
| spatial_shape | (135, 113) |
| size | (113, 135) |
| dtype | uint8 |
| layout | HWC |
| color_space | RGB |
| channels | 3 |
18:LocalQwen3VL
↑ previous
str
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag"
]
}
```
19:Gather
↑ previous
list ×11
[0]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag"
]
}
```
[1]
```json
{
"fashion_style": "casual",
"activity": "standing",
"accessories": [
"backpack",
"phone"
]
}
``…
[2]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag",
"hat",
"s…
[3]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[4]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"hat",
"glasses",
"should…
[5]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag"
…
[6]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[7]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
[8]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"glasses"
]
}
`…
[9]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag",
…
[10]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
20:ParseAttributes
↑ previous
dict
fashion_style: list ×11
[0]
casual
[1]
casual
[2]
casual
[3]
casual
[4]
casual
[5]
casual
[6]
casual
[7]
casual
[8]
casual
[9]
casual
[10]
casual
activity: list ×11
[0]
walking
[1]
standing
[2]
walking
[3]
walking
[4]
walking
[5]
walking
[6]
walking
[7]
walking
[8]
walking
[9]
walking
[10]
walking
accessories: list ×11
[0] list[str] ×1
list ×1
[0]
shoulder_bag
[1] list[str] ×2
list ×2
[0]
backpack
[1]
phone
[2] list[str] ×3
list ×3
[0]
shoulder_bag
[1]
hat
[2]
shopping_bag
[3] list[str] ×1
list ×1
[0]
backpack
[4] list[str] ×3
list ×3
[0]
hat
[1]
glasses
[2]
shoulder_bag
[5] list[str] ×2
list ×2
[0]
backpack
[1]
shoulder_bag
[6] list[str] ×1
list ×1
[0]
backpack
[7] list[str] ×1
list ×1
[0]
glasses
[8] list[str] ×2
list ×2
[0]
backpack
[1]
glasses
[9] list[str] ×3
list ×3
[0]
backpack
[1]
shoulder_bag
[2]
phone
[10] list[str] ×1
list ×1
[0]
glasses
response: list ×11
[0]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag"
]
}
```
[1]
```json
{
"fashion_style": "casual",
"activity": "standing",
"accessories": [
"backpack",
"phone"
]
}
``…
[2]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag",
"hat",
"s…
[3]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[4]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"hat",
"glasses",
"should…
[5]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag"
…
[6]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[7]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
[8]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"glasses"
]
}
`…
[9]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag",
…
[10]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
21:Recall
↑ previous
Detections
xyxy: ndarray
ndarray
| shape | (11, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (11,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (11,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (11,) |
| dtype | <U8 |
metadata: dict
empty
dict
fashion_style: list ×11
[0]
casual
[1]
casual
[2]
casual
[3]
casual
[4]
casual
[5]
casual
[6]
casual
[7]
casual
[8]
casual
[9]
casual
[10]
casual
activity: list ×11
[0]
walking
[1]
standing
[2]
walking
[3]
walking
[4]
walking
[5]
walking
[6]
walking
[7]
walking
[8]
walking
[9]
walking
[10]
walking
accessories: list ×11
[0] list[str] ×1
list ×1
[0]
shoulder_bag
[1] list[str] ×2
list ×2
[0]
backpack
[1]
phone
[2] list[str] ×3
list ×3
[0]
shoulder_bag
[1]
hat
[2]
shopping_bag
[3] list[str] ×1
list ×1
[0]
backpack
[4] list[str] ×3
list ×3
[0]
hat
[1]
glasses
[2]
shoulder_bag
[5] list[str] ×2
list ×2
[0]
backpack
[1]
shoulder_bag
[6] list[str] ×1
list ×1
[0]
backpack
[7] list[str] ×1
list ×1
[0]
glasses
[8] list[str] ×2
list ×2
[0]
backpack
[1]
glasses
[9] list[str] ×3
list ×3
[0]
backpack
[1]
shoulder_bag
[2]
phone
[10] list[str] ×1
list ×1
[0]
glasses
response: list ×11
[0]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag"
]
}
```
[1]
```json
{
"fashion_style": "casual",
"activity": "standing",
"accessories": [
"backpack",
"phone"
]
}
``…
[2]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag",
"hat",
"s…
[3]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[4]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"hat",
"glasses",
"should…
[5]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag"
…
[6]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[7]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
[8]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"glasses"
]
}
`…
[9]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag",
…
[10]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
22:DetectionsAttachData
↑ previous
Detections
xyxy: ndarray
ndarray
| shape | (11, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (11,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (11,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (11,) |
| dtype | <U8 |
fashion_style: list ×11
[0]
casual
[1]
casual
[2]
casual
[3]
casual
[4]
casual
[5]
casual
[6]
casual
[7]
casual
[8]
casual
[9]
casual
[10]
casual
activity: list ×11
[0]
walking
[1]
standing
[2]
walking
[3]
walking
[4]
walking
[5]
walking
[6]
walking
[7]
walking
[8]
walking
[9]
walking
[10]
walking
accessories: list ×11
[0] list[str] ×1
list ×1
[0]
shoulder_bag
[1] list[str] ×2
list ×2
[0]
backpack
[1]
phone
[2] list[str] ×3
list ×3
[0]
shoulder_bag
[1]
hat
[2]
shopping_bag
[3] list[str] ×1
list ×1
[0]
backpack
[4] list[str] ×3
list ×3
[0]
hat
[1]
glasses
[2]
shoulder_bag
[5] list[str] ×2
list ×2
[0]
backpack
[1]
shoulder_bag
[6] list[str] ×1
list ×1
[0]
backpack
[7] list[str] ×1
list ×1
[0]
glasses
[8] list[str] ×2
list ×2
[0]
backpack
[1]
glasses
[9] list[str] ×3
list ×3
[0]
backpack
[1]
shoulder_bag
[2]
phone
[10] list[str] ×1
list ×1
[0]
glasses
response: list ×11
[0]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag"
]
}
```
[1]
```json
{
"fashion_style": "casual",
"activity": "standing",
"accessories": [
"backpack",
"phone"
]
}
``…
[2]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag",
"hat",
"s…
[3]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[4]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"hat",
"glasses",
"should…
[5]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag"
…
[6]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[7]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
[8]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"glasses"
]
}
`…
[9]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag",
…
[10]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
metadata: dict
empty
23:Recall
ndarray 1920×1080 BGR
ndarray
| shape | (1080, 1920, 3) |
| dtype | uint8 |
Detections
xyxy: ndarray
ndarray
| shape | (11, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (11,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (11,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (11,) |
| dtype | <U8 |
fashion_style: list ×11
[0]
casual
[1]
casual
[2]
casual
[3]
casual
[4]
casual
[5]
casual
[6]
casual
[7]
casual
[8]
casual
[9]
casual
[10]
casual
activity: list ×11
[0]
walking
[1]
standing
[2]
walking
[3]
walking
[4]
walking
[5]
walking
[6]
walking
[7]
walking
[8]
walking
[9]
walking
[10]
walking
accessories: list ×11
[0] list[str] ×1
list ×1
[0]
shoulder_bag
[1] list[str] ×2
list ×2
[0]
backpack
[1]
phone
[2] list[str] ×3
list ×3
[0]
shoulder_bag
[1]
hat
[2]
shopping_bag
[3] list[str] ×1
list ×1
[0]
backpack
[4] list[str] ×3
list ×3
[0]
hat
[1]
glasses
[2]
shoulder_bag
[5] list[str] ×2
list ×2
[0]
backpack
[1]
shoulder_bag
[6] list[str] ×1
list ×1
[0]
backpack
[7] list[str] ×1
list ×1
[0]
glasses
[8] list[str] ×2
list ×2
[0]
backpack
[1]
glasses
[9] list[str] ×3
list ×3
[0]
backpack
[1]
shoulder_bag
[2]
phone
[10] list[str] ×1
list ×1
[0]
glasses
response: list ×11
[0]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag"
]
}
```
[1]
```json
{
"fashion_style": "casual",
"activity": "standing",
"accessories": [
"backpack",
"phone"
]
}
``…
[2]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag",
"hat",
"s…
[3]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[4]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"hat",
"glasses",
"should…
[5]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag"
…
[6]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[7]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
[8]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"glasses"
]
}
`…
[9]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag",
…
[10]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
metadata: dict
empty
24:BoxAnnotator
ndarray 1920×1080 BGR
ndarray
| shape | (1080, 1920, 3) |
| dtype | uint8 |
Detections
xyxy: ndarray
ndarray
| shape | (11, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (11,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (11,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (11,) |
| dtype | <U8 |
fashion_style: list ×11
[0]
casual
[1]
casual
[2]
casual
[3]
casual
[4]
casual
[5]
casual
[6]
casual
[7]
casual
[8]
casual
[9]
casual
[10]
casual
activity: list ×11
[0]
walking
[1]
standing
[2]
walking
[3]
walking
[4]
walking
[5]
walking
[6]
walking
[7]
walking
[8]
walking
[9]
walking
[10]
walking
accessories: list ×11
[0] list[str] ×1
list ×1
[0]
shoulder_bag
[1] list[str] ×2
list ×2
[0]
backpack
[1]
phone
[2] list[str] ×3
list ×3
[0]
shoulder_bag
[1]
hat
[2]
shopping_bag
[3] list[str] ×1
list ×1
[0]
backpack
[4] list[str] ×3
list ×3
[0]
hat
[1]
glasses
[2]
shoulder_bag
[5] list[str] ×2
list ×2
[0]
backpack
[1]
shoulder_bag
[6] list[str] ×1
list ×1
[0]
backpack
[7] list[str] ×1
list ×1
[0]
glasses
[8] list[str] ×2
list ×2
[0]
backpack
[1]
glasses
[9] list[str] ×3
list ×3
[0]
backpack
[1]
shoulder_bag
[2]
phone
[10] list[str] ×1
list ×1
[0]
glasses
response: list ×11
[0]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag"
]
}
```
[1]
```json
{
"fashion_style": "casual",
"activity": "standing",
"accessories": [
"backpack",
"phone"
]
}
``…
[2]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag",
"hat",
"s…
[3]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[4]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"hat",
"glasses",
"should…
[5]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag"
…
[6]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[7]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
[8]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"glasses"
]
}
`…
[9]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag",
…
[10]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
metadata: dict
empty
25:LabelAnnotator
ndarray 1920×1080 BGR
ndarray
| shape | (1080, 1920, 3) |
| dtype | uint8 |
Detections
xyxy: ndarray
ndarray
| shape | (11, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (11,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (11,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (11,) |
| dtype | <U8 |
fashion_style: list ×11
[0]
casual
[1]
casual
[2]
casual
[3]
casual
[4]
casual
[5]
casual
[6]
casual
[7]
casual
[8]
casual
[9]
casual
[10]
casual
activity: list ×11
[0]
walking
[1]
standing
[2]
walking
[3]
walking
[4]
walking
[5]
walking
[6]
walking
[7]
walking
[8]
walking
[9]
walking
[10]
walking
accessories: list ×11
[0] list[str] ×1
list ×1
[0]
shoulder_bag
[1] list[str] ×2
list ×2
[0]
backpack
[1]
phone
[2] list[str] ×3
list ×3
[0]
shoulder_bag
[1]
hat
[2]
shopping_bag
[3] list[str] ×1
list ×1
[0]
backpack
[4] list[str] ×3
list ×3
[0]
hat
[1]
glasses
[2]
shoulder_bag
[5] list[str] ×2
list ×2
[0]
backpack
[1]
shoulder_bag
[6] list[str] ×1
list ×1
[0]
backpack
[7] list[str] ×1
list ×1
[0]
glasses
[8] list[str] ×2
list ×2
[0]
backpack
[1]
glasses
[9] list[str] ×3
list ×3
[0]
backpack
[1]
shoulder_bag
[2]
phone
[10] list[str] ×1
list ×1
[0]
glasses
response: list ×11
[0]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag"
]
}
```
[1]
```json
{
"fashion_style": "casual",
"activity": "standing",
"accessories": [
"backpack",
"phone"
]
}
``…
[2]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag",
"hat",
"s…
[3]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[4]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"hat",
"glasses",
"should…
[5]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag"
…
[6]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[7]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
[8]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"glasses"
]
}
`…
[9]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag",
…
[10]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
metadata: dict
empty
26:PlotImage
ndarray 1920×1080 BGR
ndarray
| shape | (1080, 1920, 3) |
| dtype | uint8 |
Detections
xyxy: ndarray
ndarray
| shape | (11, 4) |
| dtype | float64 |
mask
None
confidence: ndarray
ndarray
| shape | (11,) |
| dtype | float64 |
class_id: ndarray
ndarray
| shape | (11,) |
| dtype | int64 |
tracker_id
None
data: dict
class_name: ndarray
ndarray
| shape | (11,) |
| dtype | <U8 |
fashion_style: list ×11
[0]
casual
[1]
casual
[2]
casual
[3]
casual
[4]
casual
[5]
casual
[6]
casual
[7]
casual
[8]
casual
[9]
casual
[10]
casual
activity: list ×11
[0]
walking
[1]
standing
[2]
walking
[3]
walking
[4]
walking
[5]
walking
[6]
walking
[7]
walking
[8]
walking
[9]
walking
[10]
walking
accessories: list ×11
[0] list[str] ×1
list ×1
[0]
shoulder_bag
[1] list[str] ×2
list ×2
[0]
backpack
[1]
phone
[2] list[str] ×3
list ×3
[0]
shoulder_bag
[1]
hat
[2]
shopping_bag
[3] list[str] ×1
list ×1
[0]
backpack
[4] list[str] ×3
list ×3
[0]
hat
[1]
glasses
[2]
shoulder_bag
[5] list[str] ×2
list ×2
[0]
backpack
[1]
shoulder_bag
[6] list[str] ×1
list ×1
[0]
backpack
[7] list[str] ×1
list ×1
[0]
glasses
[8] list[str] ×2
list ×2
[0]
backpack
[1]
glasses
[9] list[str] ×3
list ×3
[0]
backpack
[1]
shoulder_bag
[2]
phone
[10] list[str] ×1
list ×1
[0]
glasses
response: list ×11
[0]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag"
]
}
```
[1]
```json
{
"fashion_style": "casual",
"activity": "standing",
"accessories": [
"backpack",
"phone"
]
}
``…
[2]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"shoulder_bag",
"hat",
"s…
[3]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[4]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"hat",
"glasses",
"should…
[5]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag"
…
[6]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack"
]
}
```
[7]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
[8]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"glasses"
]
}
`…
[9]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": [
"backpack",
"shoulder_bag",
…
[10]
```json
{
"fashion_style": "casual",
"activity": "walking",
"accessories": ["glasses"]
}
```
metadata: dict
empty