Inspection shows how the input image is processed for each module, where detected objects are displayed for each image, providing detailed information such as: rectangle coordinates, ID, image size, confidence percentage, etc.
TheĀ Context (application variable), is displayed in JSON format for each module. The data will be available in Inspection after you activate a model for any module within the Flow.
...
...
Module-independent data
Image Dimension (Pixels)
Code Block |
---|
|
{
"globalData": null,
"image": {
"type": "<numpy>",
"shape": [
837,
1305,
3
]
} |
Anomaly Detector - JSON Data
Detected Rectangle Data - XY Coordinates, Dimension[px], Area[px], ID, Color, Class Name
Code Block |
---|
|
"detectedRectangles": [
{
"x": 1086,
"y": 510,
"width": 3,
"height": 3,
"area": 2,
"id": 1603111484990003,
"classNames": [
{
"color": "#ff00ff",
"color_bgr": [
255,
0,
255
],
"id": 1603111688057,
"label": "Scratch"
}
.... |
...
Code Block |
---|
|
"heatmaps": [
[
{
"type": "<numpy>",
"shape": [
768,
1024,
1
]
},
{
"color": "#ff0000",
"color_bgr": [
0,
0,
255
],
"id": 1,
"label": "Defect"
}
]
.... |
Classifier - JSON Data
Image Dimension [px]
...
...
Detected Rectangle Data - Class Names, ID & Confidence % (Accuracy)
...
Surface Detection - JSON Data
Image Dimension (Pixels)
...
...
Detected Rectangle Data - XY Coordinates, Dimension, Area, ID, Color, Class Name
...
Code Block |
---|
|
"heatmaps": [
[
{
"type": "<numpy>",
"shape": [
837,
1305,
1
]
},
{
"color": "#ff0000",
"color_bgr": [
0,
0,
255
],
"id": 1,
"label": "Defect"
} |
Detector - JSON Data
Image Dimension (Pixels)
...
...
Detected Rectangle Data - Coordinates, Dimension, ID, Class Name, Confidence Percentage
...
Code Block |
---|
|
"detectedRectangles": [
{
"x": 456,
"y": 361,
"width": 165,
"height": 163,
"id": 1604385708721000,
"confidence": 0.9918909072875977,
"classNames": [
{
"id": 1604385716945,
"label": "Screw02",
"confidence": 0.9918909072875977
}
]
},
... |
OCR - JSON Data
...
Detected Rectangle Info - ID, Dimension, OCR Text, Confidence Percentage
Info |
---|
Accuracy * 100 = Accuracy % |
Info |
---|
Detected Rectangle for ''text=Today'' has 99.71% confidence |
Code Block |
---|
|
"ocr": [
{
"globalDataid": null1615382086440,
"imagewidth": {109,
"typeheight": "<numpy>"38,
"shapex": 169.11210023365456,
[ 837"y": 420.09002285870446,
1305"text": "Today",
3
"confidence": 0.997153103351593
] } |
Detected Rectangle Info - ID, Dimension, OCR Text, Confidence Percentage
Info |
---|
Accuracy * 100 = Accuracy % |
Info |
---|
Detected Rectangle for ''text=Today'' has 99.71% confidence... |
Measure - JSON Data
Lines - Name, Start & end coordinates, Angle, Measured length
Code Block |
---|
|
"ocrlines": [
{
"id": 1651502661344,
"label": 1615382086440"Line1",
"widthstart": {
"x": 109165,
"heighty": 38,479
},
"end": {
"x": 169.11210023365456 158,
"y": 4
},
"angle": 1.5560605513728232,
"length": 475
},
{
"id": 1651502665897,
"label": "Line2",
"start": {
"x": 436,
"y": 420.09002285870446 479
},
"text": "Today""end": {
"x": 436,
"y": 4
},
"confidenceangle": 0.9971531033515931.5707963267948966,
"length": 475
}
... ] |