Dataset Versions

2023-03-09 10:19pm

Generated on Mar 9, 2023

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Popular Download Formats

YOLOv11

TXT annotations and YAML config used with YOLOv11.

YOLOv9

TXT annotations and YAML config used with YOLOv9.

YOLOv8

TXT annotations and YAML config used with YOLOv8.

YOLOv5

TXT annotations and YAML config used with YOLOv5.

YOLOv7

TXT annotations and YAML config used with YOLOv7.

COCO JSON

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

YOLO Darknet

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Pascal VOC XML

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

PaliGemma

PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

CreateML JSON

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

Other Formats

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80 Total Images

View All Images

Dataset Split

Train Set 71%

57Images

Valid Set 20%

16Images

Test Set 9%

7Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 1

Flip: Horizontal

Similar Projects

Annotations

Group:

Damage-Detection

CLASSES

LAYERS

door

headlamp

panel

rear_bumper

tyre

window

Unused Classes

boot

car

front_bumper

front_grill

front_windshield

hood

rear_windshield

sideview_mirror

taillamp

windshield

62.jpg

1024x1024

1.05MP

Updated Mar 9, 2023

4:49PM

GMT+00:00

Generated by Roboflow

Training Set

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "door": 51,
        "headlamp": 64,
        "sideview_mirror": 20,
        "rear_bumper": 38,
        "window": 36,
        "boot": 15,
        "hood": 37,
        "panel": 51,
        "windshield": 35,
        "taillamp": 26,
        "tyre": 63,
        "front_bumper": 43
    },
    "datasets": [
        "FclQMk3n3ANt5mKyegEl"
    ],
    "destination": "a13d118fcfedc8da4eaed1b7ba047256",
    "height": 1024,
    "id": "2tZ8qihipS9rWWzjSwSk",
    "label": [],
    "labels": [],
    "name": "62.jpg",
    "numSteps": 0,
    "owner": "JyU0BDd0LoSss89sPJPnY7hPIWF2",
    "preprocessing": [],
    "preprocessingParsed": [],
    "source": "2tZ8qihipS9rWWzjSwSk",
    "split": "train",
    "split.FclQMk3n3ANt5mKyegEl.4": "train",
    "status": "generated",
    "transforms": "[]",
    "updated": {
        "_seconds": 1678380599,
        "_nanoseconds": 715000000
    },
    "updatedDate": "Mar 9, 2023",
    "updatedTime": "4:49PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "FclQMk3n3ANt5mKyegEl/4"
    ],
    "width": 1024
}

{
    "boxes": [
        {
            "type": "polygon",
            "label": "headlamp",
            "x": 18.5,
            "y": 626.5,
            "width": 29,
            "height": 363,
            "points": [
                [
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                ],
                [
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                ],
                [
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                ],
                [
                    27,
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                ],
                [
                    4,
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                ],
                [
                    7,
                    542
                ],
                [
                    13,
                    492
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "door",
            "x": 645,
            "y": 724,
            "width": 698,
            "height": 594,
            "points": [
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
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                ],
                [
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                ],
                [
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                ],
                [
                    296,
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                ]
            ]
        },
        {
            "type": "polygon",
            "label": "window",
            "x": 612,
            "y": 275.5,
            "width": 604,
            "height": 441,
            "points": [
                [
                    310,
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
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                [
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                ],
                [
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                ],
                [
                    496,
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                ],
                [
                    370,
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                ]
            ]
        },
        {
            "type": "polygon",
            "label": "tyre",
            "x": 294,
            "y": 956,
            "width": 300,
            "height": 124,
            "points": [
                [
                    144,
                    1016
                ],
                [
                    173,
                    968
                ],
                [
                    208,
                    929
                ],
                [
                    248,
                    895
                ],
                [
                    303,
                    894
                ],
                [
                    357,
                    910
                ],
                [
                    402,
                    948
                ],
                [
                    438,
                    996
                ],
                [
                    444,
                    1018
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "panel",
            "x": 267.5,
            "y": 527.5,
            "width": 477,
            "height": 957,
            "points": [
                [
                    32,
                    400
                ],
                [
                    115,
                    307
                ],
                [
                    291,
                    63
                ],
                [
                    472,
                    49
                ],
                [
                    417,
                    117
                ],
                [
                    353,
                    218
                ],
                [
                    318,
                    316
                ],
                [
                    304,
                    394
                ],
                [
                    293,
                    512
                ],
                [
                    314,
                    589
                ],
                [
                    349,
                    672
                ],
                [
                    404,
                    781
                ],
                [
                    458,
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                ],
                [
                    506,
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                ],
                [
                    479,
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                ],
                [
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                ],
                [
                    406,
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                ],
                [
                    359,
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                ],
                [
                    304,
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                ],
                [
                    224,
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
                    29,
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                ],
                [
                    34,
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                ]
            ]
        },
        {
            "type": "polygon",
            "label": "rear_bumper",
            "x": 56,
            "y": 912.5,
            "width": 108,
            "height": 223,
            "points": [
                [
                    2,
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
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                ],
                [
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                ],
                [
                    3,
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                ]
            ]
        }
    ],
    "height": 1024,
    "key": "62.jpg",
    "width": 1024
}

car-body-parts