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Heterogenous vehicle classification version 4
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5 months ago
Heterogenous vehicle classification version 3
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Heterogenous vehicle classification version 2
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Heterogenous vehicle classification version 1
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Heterogenous vehicle classification version 2

Generated on Oct 26, 2024
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Dataset Split

Train Set 88%
957Images
Valid Set 8%
90Images
Test Set 4%
46Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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vehicle classification
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Labels
Attributes
Raw Data
Ground Truth
Model Predictions

Ground Truth Boxes

 
truck
2

Since this image is a processed & augmented version of the original image, you can't modify annotations here.

Attributes

Video_Night_Rain_1_mp4-2144.jpg

640x640
0.41MP

Updated Jan 4, 56790

3:32PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 25% to 75%
Y: 25% to 75%
Resize Stretch to 640x640
Grayscale Applied
Auto-Adjust Contrast Adaptive Equalization
Rotation 0°
Shear X: 6°
Y: 10°
Blur 0.25px
Noise 0.1%

Annotation History

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Raw Data

Source Data

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    "destination": "fc4ed2f059471d625280d34131929fb5",
    "height": 640,
    "id": "8YvHTwYyGJ0K2WrTpMsG",
    "label": [],
    "labels": [],
    "name": "Video_Night_Rain_1_mp4-2144.jpg",
    "numSteps": 9,
    "owner": "yBqVuDWH0Ag5OgvPahi1B57GV413",
    "predictions": [
        {
            "color": "#8622FF",
            "label": "truck",
            "x": 0.11953125,
            "y": 0.22890625000000003,
            "width": 0.2390625,
            "height": 0.4515625,
            "normalizedCoordinates": true,
            "confidence": 0.9597234129905701
        },
        {
            "color": "#8622FF",
            "label": "truck",
            "x": 0.54296875,
            "y": 0.5,
            "width": 0.9109375,
            "height": 0.9937499999999999,
            "normalizedCoordinates": true,
            "confidence": 0.703988254070282
        }
    ],
    "preprocessing": [
        "auto-orient",
        "static-crop:[25,75,25,75]",
        "resize:[\"Stretch to\",640,640]",
        "grayscale",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "rotate:[0]",
        "shear:[6,10]",
        "blur:[0.25]",
        "noise:[0.1,659342]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 25% to 75%<br/>Y: 25% to 75%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Rotation",
            "value": "0°"
        },
        {
            "name": "Shear",
            "value": "X: 6°<br/>Y: 10°"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        },
        {
            "name": "Noise",
            "value": "0.1%"
        }
    ],
    "source": "8YvHTwYyGJ0K2WrTpMsG",
    "split": "train",
    "split.e8vrOkl9DjEelVBDmqdB.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[25,75,25,75]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"grayscale\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"rotate:[0]\",\n    \"shear:[6,10]\",\n    \"blur:[0.25]\",\n    \"noise:[0.1,659342]\"\n]",
    "updated": 1729952436761,
    "updatedDate": "Jan 4, 56790",
    "updatedTime": "3:32PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "e8vrOkl9DjEelVBDmqdB/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "truck",
            "x": 343,
            "y": 321.3395974518096,
            "width": 594,
            "height": 637.3208050963808
        },
        {
            "label": "truck",
            "x": 78.02859080681168,
            "y": 148.25176582530878,
            "width": 156.05718161362336,
            "height": 296.50353165061756
        }
    ],
    "height": 640,
    "key": "Video_Night_Rain_1_mp4-2144.jpg",
    "width": 640
}

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