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stamps & signatures detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-06-17 3:30am

Generated on Jun 17, 2024

Download Dataset

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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703 Total Images

View All Images

Dataset Split

Train Set 87%

612Images

Valid Set 8%

56Images

Test Set 5%

35Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3

Saturation: Between -25% and +25%

Similar Projects

Annotations

Group: stamp-signature

stamp

Unused Classes

signature

Attributes

out_2022_07_15_15_32_56_153774.jpg

320x320

0.10MP

Updated Feb 8, 56430

11:18PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 320x320

Saturation

-2%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "4Vzcu6fBbsjTUorSKG4j"
    ],
    "destination": "f562c57e9a00a7ecf585a5c5b7f228e8",
    "height": 320,
    "id": "EPuviWEkriSaRhAwEXgT",
    "label": [],
    "labels": [],
    "name": "out_2022_07_15_15_32_56_153774.jpg",
    "numSteps": 3,
    "owner": "2WfwgPMEDDu9bMPgFWRi",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",320,320]",
        "saturation:[-2]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 320x320"
        },
        {
            "name": "Saturation",
            "value": "-2%"
        }
    ],
    "source": "EPuviWEkriSaRhAwEXgT",
    "split": "train",
    "split.4Vzcu6fBbsjTUorSKG4j.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",320,320]\",\n    \"saturation:[-2]\"\n]",
    "updated": 1718595011930,
    "updatedDate": "Feb 8, 56430",
    "updatedTime": "11:18PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "4Vzcu6fBbsjTUorSKG4j/2"
    ],
    "width": 320
}

Annotation Data

{
    "boxes": [
        {
            "label": "stamp",
            "x": 203.5,
            "y": 111,
            "width": 20,
            "height": 45.5
        }
    ],
    "height": 320,
    "key": "out_2022_07_15_15_32_56_153774.jpg",
    "width": 320
}

stamps & signatures detection

Dataset Versions

2024-06-17 3:30am

Popular Download Formats

703 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Attributes

out_2022_07_15_15_32_56_153774.jpg

Updated Feb 8, 56430

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data