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Sign Language Detection

Object Detection

Dataset Versions

2024-10-29 9:00pm

5 months ago

2024-10-29 9:00pm

Generated on Oct 29, 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

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235 Total Images

View All Images

Dataset Split

Train Set 91%

215Images

Valid Set %

0Images

Test Set 9%

20Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3

90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Brightness: Between -20% and +20%

Similar Projects

Annotations

Group:

Hello-Thanks-Yes-No-I_Love_You

no-7faa95d8-9629-11ef-8b13-204747e69710.jpg

640x640

0.41MP

Updated Dec 26, 56798

4:02PM

GMT+00:00

Generated by Roboflow

Testing Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Auto-Adjust Contrast

Histogram Equalization

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
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    "destination": "a183e50837bf1a8be96a80660e651a6a",
    "height": 640,
    "id": "4byiyMv86FIdnIpoQSyQ",
    "label": [],
    "labels": [],
    "name": "no-7faa95d8-9629-11ef-8b13-204747e69710.jpg",
    "numSteps": 3,
    "owner": "tkNsv6npOAbFX2n7IAhgUd1pdND2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Histogram Equalization\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Histogram Equalization"
        }
    ],
    "source": "4byiyMv86FIdnIpoQSyQ",
    "split": "test",
    "split.Zj3EmyXE5elktDXSi3ow.1": "test",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Histogram Equalization\\\"]\"\n]",
    "updated": 1730235657730,
    "updatedDate": "Dec 26, 56798",
    "updatedTime": "4:02PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "Zj3EmyXE5elktDXSi3ow/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "No",
            "x": 242,
            "y": 553,
            "width": 190,
            "height": 174
        },
        {
            "label": "No",
            "x": 506.5,
            "y": 562.5,
            "width": 231,
            "height": 155
        }
    ],
    "height": 640,
    "key": "no-+7faa95d8-9629-11ef-8b13-204747e69710.jpg",
    "width": 640
}

Sign Language Detection

Dataset Versions

2024-10-29 9:00pm

Popular Download Formats

235 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

no-7faa95d8-9629-11ef-8b13-204747e69710.jpg

Updated Dec 26, 56798

Generated by Roboflow

Testing Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data