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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Attributes
Raw Data

Annotations

Group:
Trains

Classes

Layers

 
person
1

Unused Classes

car
rail-track
traffic-light
trains

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Attributes

000000050849.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 13°
Blur 2.5px

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "YxcFM9eEBiVLbxRgiXtF"
    ],
    "destination": "8a4bc72d1c5c564531dfa2b1dfd37d78",
    "height": 640,
    "id": "Np7JYt0bS6oCGJi9EScA",
    "label": [],
    "labels": [],
    "name": "000000050849.jpg",
    "numSteps": 5,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "rotate:[13]",
        "blur:[2.5]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "13°"
        },
        {
            "name": "Blur",
            "value": "2.5px"
        }
    ],
    "source": "Np7JYt0bS6oCGJi9EScA",
    "split": "train",
    "split.YxcFM9eEBiVLbxRgiXtF.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[13]\",\n    \"blur:[2.5]\"\n]",
    "updated": 1721250494335,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:18PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "YxcFM9eEBiVLbxRgiXtF/2"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "person",
            "x": 479.855302,
            "y": 423.6209195,
            "width": 165.55680199999995,
            "height": 367.54641100000003,
            "points": [
                [
                    484.875356,
                    607.394125
                ],
                [
                    502.984575,
                    606.171997
                ],
                [
                    562.633703,
                    591.414672
                ],
                [
                    553.30549,
                    522.559111
                ],
                [
                    534.099371,
                    467.818902
                ],
                [
                    535.937223,
                    438.793693
                ],
                [
                    551.385707,
                    443.117035
                ],
                [
                    556.249929,
                    427.200468
                ],
                [
                    548.0355,
                    391.619867
                ],
                [
                    535.746794,
                    366.842269
                ],
                [
                    498.464394,
                    341.917492
                ],
                [
                    506.846,
                    298.560442
                ],
                [
                    495.754666,
                    267.588979
                ],
                [
                    477.354546,
                    259.015886
                ],
                [
                    462.438043,
                    268.377061
                ],
                [
                    461.897206,
                    303.020259
                ],
                [
                    470.061813,
                    332.694933
                ],
                [
                    463.850755,
                    337.087584
                ],
                [
                    431.199523,
                    317.997283
                ],
                [
                    398.050077,
                    239.847714
                ],
                [
                    397.076901,
                    272.61825
                ],
                [
                    414.603489,
                    325.773733
                ],
                [
                    430.251258,
                    353.720783
                ],
                [
                    436.985441,
                    411.340364
                ],
                [
                    454.163278,
                    423.15436
                ],
                [
                    457.621985,
                    438.135665
                ],
                [
                    457.554451,
                    528.885169
                ],
                [
                    468.446498,
                    536.232924
                ],
                [
                    478.007764,
                    583.337441
                ],
                [
                    488.899811,
                    590.685195
                ],
                [
                    484.875356,
                    607.394125
                ]
            ]
        }
    ],
    "height": 640,
    "key": "000000050849_jpg.rf.cae65c10b011fd971d57e454122bfbd6.jpg",
    "width": 640
}
                                

                                

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