Dataset Versions

2024-04-16 2:17pm

Generated on Apr 16, 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.

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216 Total Images

View All Images

Dataset Split

Train Set 88%

189Images

Valid Set 8%

18Images

Test Set 4%

9Images

Preprocessing

No preprocessing steps were applied.

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

Signs

20240404_061911.jpg

640x640

0.41MP

Updated Jan 24, 56261

12:35PM

GMT+00:00

Generated by Roboflow

Training Set

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "Anish Malik": 214,
        "Signature dataset - v10 2024-04-15 1:07pm": 72,
        "Signature dataset - v4 2024-04-12 5:18pm": 72,
        "undefined": 144
    },
    "datasets": [
        "ph94te2KU0iu8ZfCp1il"
    ],
    "destination": "d84da05119d15e15efbe1bd9df3558a2",
    "height": 640,
    "id": "19mCwSY35gteo5R0DOd8",
    "label": [],
    "labels": [],
    "name": "20240404_061911.jpg",
    "numSteps": 0,
    "owner": "mYTphRvqzSfza4CsnhvabbN4xzQ2",
    "preprocessing": [],
    "preprocessingParsed": [],
    "source": "19mCwSY35gteo5R0DOd8",
    "split": "train",
    "split.ph94te2KU0iu8ZfCp1il.1": "train",
    "split.ph94te2KU0iu8ZfCp1il.2": "train",
    "split.ph94te2KU0iu8ZfCp1il.3": "train",
    "status": "generated",
    "transforms": "[]",
    "updated": 1713260550948,
    "updatedDate": "Jan 24, 56261",
    "updatedTime": "12:35PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "ph94te2KU0iu8ZfCp1il/1",
        "ph94te2KU0iu8ZfCp1il/2",
        "ph94te2KU0iu8ZfCp1il/3"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Signature dataset - v4 2024-04-12 5-18pm",
            "x": 338.5,
            "y": 304,
            "width": 242,
            "height": 199
        }
    ],
    "height": 640,
    "key": "20240404_061911_jpg.rf.ae3e9652e47ff67e39a1b983286bd3e5.jpg",
    "width": 640
}

Signature detection