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Object Detection KAIST

Object Detection

Dataset Versions

2024-10-07 10:42am

2024-10-07 10:42am

Generated on Oct 7, 2024

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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

Choose another format.

10025 Total Images

View All Images

Dataset Split

Train Set 84%

8374Images

Valid Set 11%

1068Images

Test Set 6%

583Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2

Brightness: Between -15% and +15%

Blur: Up to 2.5px

Similar Projects

Annotations

Group:

Cars

I01063.jpg

640x640

0.41MP

Updated Jul 30, 56737

10:36AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Brightness

-7%

Blur

0.25px

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "TTkJ6lKjeYCiXYjy3A1W"
    ],
    "destination": "a69597102dd72163eb718a5d25535d51",
    "height": 640,
    "id": "7B0ZSLVhNOmYHRCsxyu0",
    "label": [],
    "labels": [],
    "name": "I01063.jpg",
    "numSteps": 4,
    "owner": "bzLwL2tSVCS2tAtpSuLiqdXYUN33",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "brightness:[-7]",
        "blur:[0.25]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Brightness",
            "value": "-7%"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        }
    ],
    "source": "7B0ZSLVhNOmYHRCsxyu0",
    "split": "train",
    "split.TTkJ6lKjeYCiXYjy3A1W.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"brightness:[-7]\",\n    \"blur:[0.25]\"\n]",
    "updated": 1728297772602,
    "updatedDate": "Jul 30, 56737",
    "updatedTime": "10:36AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "TTkJ6lKjeYCiXYjy3A1W/5"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Cars",
            "x": 37,
            "y": 280.5,
            "width": 56,
            "height": 51
        },
        {
            "label": "Cars",
            "x": 93,
            "y": 299,
            "width": 58,
            "height": 47.5
        },
        {
            "label": "Cars",
            "x": 197,
            "y": 297,
            "width": 78,
            "height": 106
        },
        {
            "label": "Cars",
            "x": 515.5,
            "y": 337.5,
            "width": 125,
            "height": 105
        }
    ],
    "height": 640,
    "key": "I01063.jpg",
    "width": 640
}

Object Detection KAIST

Dataset Versions

2024-10-07 10:42am

Popular Download Formats

10025 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

I01063.jpg

Updated Jul 30, 56737

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data