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Automated BP Device Digit Recognition

Object Detection

Dataset Versions

esp32cam_add_2022-08-12 9:23pm_90_10

3 years ago

esp32cam_add_2022-08-12 5:42pm

BP Digit Dataset

Generated on Jun 24, 2022

Download Dataset

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

Choose another format.

193 Total Images

View All Images

Dataset Split

Train Set 93%

179Images

Valid Set %

0Images

Test Set 7%

14Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 300x400

Augmentations

Outputs per training example: 3

Rotation: Between -5° and +5°

Similar Projects

Annotations

Group:

Seven-Segment-Digit-Numbers

IMG_6298.png

300x400

0.12MP

Updated Oct 20, 54447

1:11AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 300x400

Rotation

1°

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "GHtKtXzi6YW8vRyavpyZ"
    ],
    "destination": "dd3f3622fce1450211eb578d7fda5e7f",
    "height": 400,
    "id": "MKl4gLAWbeLUHl7cXdVC",
    "label": [],
    "labels": [],
    "name": "IMG_6298.png",
    "numSteps": 3,
    "owner": "Z9l3D4RkFFSV2vdLbVmFhDbmhsU2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",300,400]",
        "rotate:[1]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 300x400"
        },
        {
            "name": "Rotation",
            "value": "1°"
        }
    ],
    "source": "MKl4gLAWbeLUHl7cXdVC",
    "split": "train",
    "split.GHtKtXzi6YW8vRyavpyZ.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",300,400]\",\n    \"rotate:[1]\"\n]",
    "updated": 1656039431507,
    "updatedDate": "Oct 20, 54447",
    "updatedTime": "1:11AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "GHtKtXzi6YW8vRyavpyZ/1"
    ],
    "width": 300
}

Annotation Data

{
    "boxes": [
        {
            "label": "9",
            "x": 197,
            "y": 223,
            "width": 58,
            "height": 89
        },
        {
            "label": "2",
            "x": 253.5,
            "y": 230.5,
            "width": 63,
            "height": 92
        },
        {
            "label": "7",
            "x": 203,
            "y": 323,
            "width": 48,
            "height": 95
        },
        {
            "label": "6",
            "x": 250.5,
            "y": 329,
            "width": 59,
            "height": 95
        },
        {
            "label": "1",
            "x": 163.5,
            "y": 128,
            "width": 41,
            "height": 70
        },
        {
            "label": "4",
            "x": 207,
            "y": 132.5,
            "width": 51,
            "height": 78
        },
        {
            "label": "8",
            "x": 260,
            "y": 138.5,
            "width": 52,
            "height": 84
        }
    ],
    "height": 400,
    "key": "IMG_6298.png",
    "width": 300
}

Automated BP Device Digit Recognition

Dataset Versions

BP Digit Dataset

Popular Download Formats

193 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

IMG_6298.png

Updated Oct 20, 54447

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data