handwriting detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2022-10-25 10:26am

2022-10-13 4:14pm

2022-10-12 2:13pm

2022-07-14 3:39pm

2022-07-14 3:19pm

2022-07-14 3:15pm

2022-07-14 3:15pm

2022-07-14 12:27pm

v8

2022-10-25 10:26am

Generated on Oct 25, 2022

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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.

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361 Total Images

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Dataset Split

Train Set 78%

280Images

Valid Set 12%

42Images

Test Set 11%

39Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 416x416

Augmentations

No augmentations were applied.

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handwriting detection

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Labels

Attributes

Raw Data

Annotations

Group:

handwriting

CLASSES

LAYERS

Unused Classes

handwriting

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No Tags Applied

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Attributes

10-Jul-2019-3--copy-.png

416x416

0.17MP

Updated Oct 16, 54784

2:19AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 416x416

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "handwriting": 6210
    },
    "datasets": [
        "04AM2t9iqvSDCH9m0TXc"
    ],
    "destination": "923019ef2a9fd4569f9706c38c132a8e",
    "height": 416,
    "id": "839XZ5dkoUFJf6g6xs2v",
    "label": [],
    "labels": [],
    "name": "10-Jul-2019-3--copy-.png",
    "numSteps": 2,
    "owner": "590Ap5vOsiOStK71vDydHiDor8G3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",416,416]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        }
    ],
    "source": "839XZ5dkoUFJf6g6xs2v",
    "split": "train",
    "split.04AM2t9iqvSDCH9m0TXc.5": "train",
    "split.04AM2t9iqvSDCH9m0TXc.6": "train",
    "split.04AM2t9iqvSDCH9m0TXc.7": "train",
    "split.04AM2t9iqvSDCH9m0TXc.8": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",416,416]\"\n]",
    "updated": 1666673806784,
    "updatedDate": "Oct 16, 54784",
    "updatedTime": "2:19AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "04AM2t9iqvSDCH9m0TXc/5",
        "04AM2t9iqvSDCH9m0TXc/6",
        "04AM2t9iqvSDCH9m0TXc/7",
        "04AM2t9iqvSDCH9m0TXc/8"
    ],
    "width": 416
}

{
    "boxes": [],
    "height": 416,
    "key": "10-Jul-2019-3 (copy).png",
    "width": 416
}

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