Dataset Versions

Try Pre-Trained Model

2024-10-21 4:27pm

5 months ago

2024-10-21 4:27pm

Generated on Oct 21, 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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1887 Total Images

View All Images

Dataset Split

Train Set 80%

1516Images

Valid Set 13%

247Images

Test Set 7%

124Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal

Similar Projects

Attributes

img-100.jpg

640x640

0.41MP

Updated Jul 24, 56776

11:52AM

GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "sFmeRp2PEYvk4PlPuNmy"
    ],
    "destination": "9606db81f24688dd72d6baf87169198f",
    "height": 640,
    "id": "UPhY1LgTzKCA9Kh7iJuX",
    "label": [],
    "labels": [],
    "name": "img-100.jpg",
    "numSteps": 2,
    "owner": "y3eGHZbIEQeiANTKm5ibLeQ19hg1",
    "predictions": [
        {
            "color": "#8622FF",
            "label": "0",
            "x": 273.19232177734375,
            "y": 288.87195587158203,
            "width": 220.42041015625,
            "height": 101.49864196777344
        },
        {
            "color": "#8622FF",
            "label": "0",
            "x": 304.07811737060547,
            "y": 289.8149108886719,
            "width": 155.66017150878906,
            "height": 106.76776123046875
        },
        {
            "color": "#8622FF",
            "label": "0",
            "x": 321.7518615722656,
            "y": 88.98108673095703,
            "width": 620.7809448242188,
            "height": 177.96217346191406
        }
    ],
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "UPhY1LgTzKCA9Kh7iJuX",
    "split": "valid",
    "split.sFmeRp2PEYvk4PlPuNmy.1": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1729528026723,
    "updatedDate": "Jul 24, 56776",
    "updatedTime": "11:52AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "sFmeRp2PEYvk4PlPuNmy/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "0",
            "x": 297.5,
            "y": 293.5,
            "width": 177,
            "height": 103
        }
    ],
    "height": 640,
    "key": "img-100.jpg",
    "width": 640
}

object detection

Dataset Versions

2024-10-21 4:27pm

Popular Download Formats

1887 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Ground Truth Boxes

Predicted Boxes

Attributes

img-100.jpg

Updated Jul 24, 56776

Generated by Roboflow

Validation Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data