Dataset Versions

v3

2023-11-29 1:27pm

Generated on Nov 29, 2023

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Pascal VOC XML
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Dataset Split

Train Set 92%
2040Images
Valid Set 8%
170Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -20° and +20°
Shear: ±20° Horizontal, ±20° Vertical
Grayscale: Apply to 50% of images
Exposure: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 5% of pixels

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FYP Vehicle Detection
Annotate
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
Vehicle

Classes

Layers

 
Car
2

Unused Classes

Bus
Lorry
Motorcycle
Van
bus
d_Bus
motorbike
truck

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

cam67_1002_0022.jpg

640x640
0.41MP

Updated Jan 5, 55880

3:25AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "SHTquobDTcpUaqNo2QSg"
    ],
    "destination": "2f94c8e0dcdf4206160d116d07ad5d1c",
    "height": 640,
    "id": "R11SvsfROfisx3VcKgC1",
    "label": [],
    "labels": [],
    "name": "cam67_1002_0022.jpg",
    "numSteps": 2,
    "owner": "CID4GU4LwsYe5djqrlWu2bFlbHh1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "R11SvsfROfisx3VcKgC1",
    "split": "train",
    "split.SHTquobDTcpUaqNo2QSg.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1701235625102,
    "updatedDate": "Jan 5, 55880",
    "updatedTime": "3:25AM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "SHTquobDTcpUaqNo2QSg/3"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "label": "Car",
            "x": 383.5,
            "y": 35,
            "width": 15.5,
            "height": 24
        },
        {
            "label": "Car",
            "x": 413.5,
            "y": 38.5,
            "width": 16,
            "height": 24
        }
    ],
    "height": 640,
    "key": "cam67_1002_0022.jpg",
    "width": 640
}
                                

                                

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