Hand Gesture Recognition

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-03-18 4:44pm

2023-03-17 8:25pm

2023-03-17 8:23pm

2023-03-16 11:25pm

2023-03-15 2:31pm

2023-03-15 1:14pm

v3

2023-03-16 11:25pm

Generated on Mar 16, 2023

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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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839 Total Images

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Dataset Split

Train Set 70%

587Images

Valid Set 20%

167Images

Test Set 10%

85Images

Preprocessing

Resize: Stretch to 608x608

Augmentations

No augmentations were applied.

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Hand Gesture Recognition

Annotate

1 / 13

Show/hide annotations(H)

train

Labels

Attributes

Raw Data

Annotations

Group:

Hands

Classes

Layers

five

1

Unused Classes

four

one

three

two

Tags

No Tags Applied

Type and select tags below to add them to the image.

Attributes

IMG-20230312-WA0792.jpg

608x608

0.37MP

Updated Jun 16, 55175

1:51AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize

Stretch to 608x608

Annotation History

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Raw Data

Source Data

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    "destination": "e8af07a911fe5b51ed2d0e4f41c3d19c",
    "height": 608,
    "id": "Mjv1SjM1yO8flezl47pq",
    "label": [],
    "labels": [],
    "name": "IMG-20230312-WA0792.jpg",
    "numSteps": 1,
    "owner": "NUtoahcNo1TxpHoYz2TJalMSXpH3",
    "preprocessing": [
        "resize:[\"Stretch to\",608,608]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Stretch to 608x608"
        }
    ],
    "source": "Mjv1SjM1yO8flezl47pq",
    "split": "train",
    "split.fSmlwfRY9Qej4dxiJxSe.2": "train",
    "split.fSmlwfRY9Qej4dxiJxSe.3": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Stretch to\\\",608,608]\"\n]",
    "updated": 1679001961871,
    "updatedDate": "Jun 16, 55175",
    "updatedTime": "1:51AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "fSmlwfRY9Qej4dxiJxSe/2",
        "fSmlwfRY9Qej4dxiJxSe/3"
    ],
    "width": 608
}

Annotation Data

{
    "boxes": [
        {
            "label": "five",
            "x": 287,
            "y": 385.5,
            "width": 195,
            "height": 246.5
        }
    ],
    "height": 608,
    "key": "IMG-20230312-WA0792.jpg",
    "width": 608
}

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