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Object Detection

Dataset Versions

Try Pre-Trained Model

2023-05-21 11:39pm

Generated on May 21, 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

Choose another format.

1394 Total Images

View All Images

Dataset Split

Train Set 84%

1173Images

Valid Set 12%

166Images

Test Set 4%

55Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal

Rotation: Between -15° and +15°

Grayscale: Apply to 25% of images

Hue: Between -25° and +25°

Similar Projects

Annotations

Group: trash

greasy-cardboard

Unused Classes

Mixed Plastics

cardboard

cardboard-Carton

Attributes

yg2epukzrrg41.jpg

640x640

0.41MP

Updated Oct 13, 55355

10:50AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Rotation

-14°

Hue

15°

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "d9Uh2iO7i7FTqqTcxHu3"
    ],
    "destination": "b714ae0e9236b8a58babd7d258021eab",
    "height": 640,
    "id": "Ac0ATvCSlXAocrRi9gzD",
    "label": [],
    "labels": [],
    "name": "yg2epukzrrg41.jpg",
    "numSteps": 4,
    "owner": "ZCH46XAaWfXXp7JnevcCryuxbit1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[-14]",
        "hue:[15]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-14°"
        },
        {
            "name": "Hue",
            "value": "15°"
        }
    ],
    "source": "Ac0ATvCSlXAocrRi9gzD",
    "split": "train",
    "split.d9Uh2iO7i7FTqqTcxHu3.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-14]\",\n    \"hue:[15]\"\n]",
    "updated": 1684692557442,
    "updatedDate": "Oct 13, 55355",
    "updatedTime": "10:50AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "d9Uh2iO7i7FTqqTcxHu3/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "greasy-cardboard",
            "x": 226,
            "y": 43.5,
            "width": 144,
            "height": 87
        },
        {
            "label": "greasy-cardboard",
            "x": 154,
            "y": 191,
            "width": 140,
            "height": 117
        },
        {
            "label": "greasy-cardboard",
            "x": 254,
            "y": 124,
            "width": 142,
            "height": 110
        },
        {
            "label": "greasy-cardboard",
            "x": 466.5,
            "y": 542,
            "width": 146,
            "height": 151
        },
        {
            "label": "greasy-cardboard",
            "x": 508,
            "y": 424.5,
            "width": 112,
            "height": 66
        }
    ],
    "height": 640,
    "key": "yg2epukzrrg41_jpg.rf.3d9a78b587a3ccd1aa86ddfd098576cf.jpg",
    "width": 640
}

Checking the recylability status

Dataset Versions

2023-05-21 11:39pm

Popular Download Formats

1394 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Attributes

yg2epukzrrg41.jpg

Updated Oct 13, 55355

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data