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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Labels
Attributes
Raw Data

Annotations

Group:
Trains

Classes

Layers

 
rail-track
1
 
trains
3

Unused Classes

car
person
traffic-light

Tags

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Attributes

000000103678.jpg

640x640
0.41MP

Updated Apr 4, 56514

5:19PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Horizontal
Rotation
Blur 1.75px

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "YxcFM9eEBiVLbxRgiXtF"
    ],
    "destination": "51d1d18ae47cd935f041b6bbf29fc2a6",
    "height": 640,
    "id": "AzyNy58WggKPVERsVwWW",
    "label": [],
    "labels": [],
    "name": "000000103678.jpg",
    "numSteps": 5,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "rotate:[4]",
        "blur:[1.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "4°"
        },
        {
            "name": "Blur",
            "value": "1.75px"
        }
    ],
    "source": "AzyNy58WggKPVERsVwWW",
    "split": "train",
    "split.YxcFM9eEBiVLbxRgiXtF.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[4]\",\n    \"blur:[1.75]\"\n]",
    "updated": 1721250494387,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:19PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "YxcFM9eEBiVLbxRgiXtF/2"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "rail-track",
            "x": 176.8354035,
            "y": 467.08077349999996,
            "width": 330.869027,
            "height": 345.838453,
            "points": [
                [
                    325.585824,
                    640
                ],
                [
                    342.269917,
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                ],
                [
                    189.73832,
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                ],
                [
                    66.999943,
                    364.673101
                ],
                [
                    16.672244,
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                ],
                [
                    15.599763,
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                ],
                [
                    24.978944,
                    294.161547
                ],
                [
                    11.40089,
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                ],
                [
                    13.232924,
                    319.716055
                ],
                [
                    46.944353,
                    364.576546
                ],
                [
                    158.396599,
                    496.18805
                ],
                [
                    274.99976,
                    615.447538
                ],
                [
                    305.352717,
                    640
                ],
                [
                    325.585824,
                    640
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "trains",
            "x": 141.7916155,
            "y": 293.5349185,
            "width": 56.000157,
            "height": 73.06298500000003,
            "points": [
                [
                    133.833865,
                    309.783837
                ],
                [
                    165.325418,
                    330.066411
                ],
                [
                    169.791694,
                    322.259206
                ],
                [
                    164.98023,
                    282.123236
                ],
                [
                    134.456849,
                    268.518364
                ],
                [
                    127.636995,
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                ],
                [
                    116.18777,
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                ],
                [
                    113.791537,
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                ],
                [
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                [
                    133.833865,
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                ]
            ]
        },
        {
            "type": "polygon",
            "label": "trains",
            "x": 231.1352525,
            "y": 339.34776150000005,
            "width": 115.30593300000004,
            "height": 106.03019699999999,
            "points": [
                [
                    180.572412,
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                ],
                [
                    281.955102,
                    392.36286
                ],
                [
                    288.729433,
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                ],
                [
                    288.788219,
                    375.396278
                ],
                [
                    281.861187,
                    312.174076
                ],
                [
                    179.809989,
                    286.332663
                ],
                [
                    173.482286,
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                ],
                [
                    174.883823,
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                ],
                [
                    180.572412,
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                ]
            ]
        },
        {
            "type": "polygon",
            "label": "trains",
            "x": 375.49474399999997,
            "y": 383.513248,
            "width": 165.37948999999998,
            "height": 136.51849599999997,
            "points": [
                [
                    347.33444,
                    417.021174
                ],
                [
                    418.431759,
                    451.772496
                ],
                [
                    447.807745,
                    448.968837
                ],
                [
                    458.184489,
                    432.50395
                ],
                [
                    450.289286,
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                ],
                [
                    443.603133,
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                ],
                [
                    433.00164,
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                ],
                [
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                ],
                [
                    339.869734,
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                ],
                [
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                ],
                [
                    292.804999,
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                ],
                [
                    297.603201,
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                ],
                [
                    307.386355,
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                ],
                [
                    347.33444,
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                ]
            ]
        }
    ],
    "height": 640,
    "key": "000000103678_jpg.rf.d4620e4a2e368e1b703341045f24bce9.jpg",
    "width": 640
}
                                

                                

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