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BISINDO Sign Language Detection

Object Detection

Dataset Versions

Try Pre-Trained Model

v10

2024-11-08 6:28am

Generated on Nov 8, 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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5310 Total Images

View All Images

Dataset Split

Train Set 88%

4647Images

Valid Set 8%

442Images

Test Set 4%

221Images

Preprocessing

Auto-Orient: Applied

Resize: Fit within 640x640

Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3

Rotation: Between -10° and +10°

Shear: ±10° Horizontal, ±10° Vertical

Grayscale: Apply to 10% of images

Brightness: Between -10% and +10%

Similar Projects

Annotations

Group:

language

WIN_20220228_09_30_07_Pro.jpg

640x360

0.23MP

Updated Sep 14, 56824

3:29PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Fit within 640x640

Rotation

-3°

Shear

X: -6°
Y: 10°

Brightness

-9%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "cEmaadCpn32FQZKKKQoN"
    ],
    "destination": "9290d0e759432e81df8503130a920583",
    "height": 360,
    "id": "ng8d4k2YR5G3NbheyMxI",
    "label": [],
    "labels": [],
    "name": "WIN_20220228_09_30_07_Pro.jpg",
    "numSteps": 5,
    "owner": "jMILfzflYVUSQXgP66qghzWmROC2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fit within\",640,640]",
        "rotate:[-3]",
        "shear:[-6,10]",
        "brightness:[-9]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fit within 640x640"
        },
        {
            "name": "Rotation",
            "value": "-3°"
        },
        {
            "name": "Shear",
            "value": "X: -6°<br/>Y: 10°"
        },
        {
            "name": "Brightness",
            "value": "-9%"
        }
    ],
    "source": "ng8d4k2YR5G3NbheyMxI",
    "split": "train",
    "split.cEmaadCpn32FQZKKKQoN.10": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit within\\\",640,640]\",\n    \"rotate:[-3]\",\n    \"shear:[-6,10]\",\n    \"brightness:[-9]\"\n]",
    "updated": 1731047297399,
    "updatedDate": "Sep 14, 56824",
    "updatedTime": "3:29PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "cEmaadCpn32FQZKKKQoN/10"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "D",
            "x": 290.53647146773636,
            "y": 283.84606136597563,
            "width": 152.3428777322374,
            "height": 152.30787726804874,
            "color": "#FE0056"
        }
    ],
    "height": 360,
    "key": "WIN_20220228_09_30_07_Pro.jpg",
    "width": 640
}

BISINDO Sign Language Detection

Dataset Versions

2024-11-08 6:28am

Popular Download Formats

5310 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

WIN_20220228_09_30_07_Pro.jpg

Updated Sep 14, 56824

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data