Dataset Versions

v2

2024-07-17 9:08pm

Generated on Jul 17, 2024

Dataset Split

Train Set 94%
7439Images
Valid Set 6%
493Images
Test Set 0%
18Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Blur: Up to 2.5px

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Train Detection
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Labels
Attributes
Raw Data

Annotations

Group:
Trains

Classes

Layers

 
person
7

Unused Classes

car
rail-track
traffic-light
trains

Tags

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Attributes

000000097218.jpg

640x640
0.41MP

Updated Apr 4, 56514

5:18PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Horizontal
Rotation
Blur 2.25px

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "car": 253,
        "person": 1325,
        "rail-track": 1030,
        "traffic-light": 62,
        "trains": 330
    },
    "datasets": [
        "YxcFM9eEBiVLbxRgiXtF"
    ],
    "destination": "7ce82e901322d1510726cb5a8cd557be",
    "height": 640,
    "id": "6VpVtMdLCqj6fQSEOD9v",
    "label": [],
    "labels": [],
    "name": "000000097218.jpg",
    "numSteps": 5,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "rotate:[9]",
        "blur:[2.25]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "9°"
        },
        {
            "name": "Blur",
            "value": "2.25px"
        }
    ],
    "source": "6VpVtMdLCqj6fQSEOD9v",
    "split": "train",
    "split.YxcFM9eEBiVLbxRgiXtF.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[9]\",\n    \"blur:[2.25]\"\n]",
    "updated": 1721250494317,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:18PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "YxcFM9eEBiVLbxRgiXtF/2"
    ],
    "width": 640
}
                            
                            

Annotation Data

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