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

Similar Projects

See More
Train Detection
Annotate
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
Trains

Classes

Layers

 
traffic-light
1
 
trains
1

Unused Classes

car
person
rail-track

Tags

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

Attributes

000000022215.jpg

640x640
0.41MP

Updated Apr 4, 56514

5:16PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Rotation -7°
Blur 1px

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "YxcFM9eEBiVLbxRgiXtF"
    ],
    "destination": "07a235ef35432deb52e1e794d6ab0bc6",
    "height": 640,
    "id": "plaq2WEUMQwc5lWB7hvs",
    "label": [],
    "labels": [],
    "name": "000000022215.jpg",
    "numSteps": 4,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[-7]",
        "blur:[1]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-7°"
        },
        {
            "name": "Blur",
            "value": "1px"
        }
    ],
    "source": "plaq2WEUMQwc5lWB7hvs",
    "split": "train",
    "split.YxcFM9eEBiVLbxRgiXtF.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-7]\",\n    \"blur:[1]\"\n]",
    "updated": 1721250494184,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:16PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "YxcFM9eEBiVLbxRgiXtF/2"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "trains",
            "x": 294.4144005,
            "y": 381.88070849999997,
            "width": 323.59291299999995,
            "height": 198.15261500000003,
            "points": [
                [
                    150.292965,
                    286.702571
                ],
                [
                    140.443345,
                    297.174463
                ],
                [
                    132.617944,
                    344.496221
                ],
                [
                    136.312456,
                    363.639888
                ],
                [
                    142.720369,
                    372.992948
                ],
                [
                    186.681918,
                    392.408275
                ],
                [
                    198.353514,
                    387.611354
                ],
                [
                    205.590856,
                    402.517517
                ],
                [
                    272.19257,
                    426.27021
                ],
                [
                    279.190954,
                    434.917018
                ],
                [
                    311.002992,
                    446.610561
                ],
                [
                    322.398915,
                    460.46983
                ],
                [
                    337.663902,
                    459.229128
                ],
                [
                    357.239152,
                    480.322704
                ],
                [
                    368.747632,
                    480.957016
                ],
                [
                    385.407239,
                    480.666304
                ],
                [
                    396.839877,
                    469.610031
                ],
                [
                    406.388544,
                    473.897466
                ],
                [
                    449.883612,
                    451.981684
                ],
                [
                    456.210857,
                    326.60082
                ],
                [
                    451.737477,
                    309.697776
                ],
                [
                    429.611942,
                    292.963573
                ],
                [
                    397.611508,
                    282.804401
                ],
                [
                    171.701626,
                    284.658715
                ],
                [
                    150.292965,
                    286.702571
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "traffic-light",
            "x": 93.731367,
            "y": 142.0018055,
            "width": 45.514461999999995,
            "height": 130.496419,
            "points": [
                [
                    93.049109,
                    207.250015
                ],
                [
                    103.162968,
                    206.934338
                ],
                [
                    116.488598,
                    90.200283
                ],
                [
                    112.065778,
                    81.090961
                ],
                [
                    89.425613,
                    76.753596
                ],
                [
                    84.111369,
                    83.109852
                ],
                [
                    72.380191,
                    170.447122
                ],
                [
                    77.770276,
                    175.781451
                ],
                [
                    70.974136,
                    198.309536
                ],
                [
                    76.577899,
                    206.006356
                ],
                [
                    93.049109,
                    207.250015
                ]
            ]
        }
    ],
    "height": 640,
    "key": "000000022215_jpg.rf.936a15f66a48867998fe4930fd723312.jpg",
    "width": 640
}
                                

                                

Annotation Editor

Delete
Save (Enter)

Smart Polygon

Click inside to remove area or outside to expand.
Undo
Redo
Simplify
Simple Complex
Delete
Finish (Enter)
180%
Reset