Dataset Versions

Try Pre-Trained Model

2023-01-16 11:40pm

2023-01-16 10:39pm

v2

2023-01-16 11:40pm

Generated on Jan 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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490 Total Images

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Dataset Split

Train Set 89%

438Images

Valid Set 8%

37Images

Test Set 3%

15Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 500x500

Augmentations

No augmentations were applied.

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Hardware

Annotate

5 / 12

Show/hide annotations(H)

train

Labels

Attributes

Raw Data

Annotations

Group: Hardware

air-filter-regulator

1

Unused Classes

door-handle

screw

spanner

switch

Attributes

regulator28.jpeg

500x500

0.25MP

Updated Apr 6, 55013

7:00AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 500x500

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "rHAJZlihCI0RV9UJN7P3"
    ],
    "destination": "b8e3ec44ad5964246b7fc19e70e1e554",
    "height": 500,
    "id": "0KqiFs3YNR4YXZS9YfAl",
    "label": [],
    "labels": [],
    "name": "regulator28.jpeg",
    "numSteps": 2,
    "owner": "QsnCtHksABfa1Rohh0gq3PN6aV33",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",500,500]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 500x500"
        }
    ],
    "source": "0KqiFs3YNR4YXZS9YfAl",
    "split": "train",
    "split.rHAJZlihCI0RV9UJN7P3.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",500,500]\"\n]",
    "updated": 1673883644431,
    "updatedDate": "Apr 6, 55013",
    "updatedTime": "7:00AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "rHAJZlihCI0RV9UJN7P3/2"
    ],
    "width": 500
}

Annotation Data

{
    "boxes": [
        {
            "label": "air-filter-regulator",
            "x": 233,
            "y": 242.5,
            "width": 177,
            "height": 472.5
        }
    ],
    "height": 500,
    "key": "regulator28.jpeg",
    "width": 500
}

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