Dataset Versions

2025-03-17 11:04pm

Generated on Mar 17, 2025

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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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246 Total Images

View All Images

Dataset Split

Train Set 88%

216Images

Valid Set 7%

17Images

Test Set 5%

13Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Auto-Adjust Contrast: Using Adaptive Equalization

Grayscale: Applied

Augmentations

Outputs per training example: 3

Flip: Horizontal

90° Rotate: Clockwise

Crop: 0% Minimum Zoom, 20% Maximum Zoom

Rotation: Between -5° and +5°

Shear: ±10° Horizontal, ±10° Vertical

Grayscale: Apply to 21% of images

Hue: Between -15° and +15°

Saturation: Between -28% and +28%

Brightness: Between -15% and +15%

Exposure: Between -10% and +10%

Blur: Up to 2.5px

Noise: Up to 0.1% of pixels

Similar Projects

Annotations

Group:

objects

WhatsApp-Image-2025-03-10-at-12.14.27_73e0fb28.jpg

640x640

0.41MP

Updated Mar 1, 57179

8:50AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Crop

Keep 82%
Centered on 86%, 72%

Resize

Stretch to 640x640

Grayscale

Applied

Auto-Adjust Contrast

Adaptive Equalization

90° Rotate

Applied

Rotation

2°

Shear

X: 2°
Y: 3°

Hue

8°

Saturation

16%

Brightness

-3%

Exposure

Blur

1.5px

Noise

0.09%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "5W8Y0KGAcTvlfVSo33hI"
    ],
    "destination": "21e8f100db651c69bb666826bec21855",
    "height": 640,
    "id": "4dEm8JLyfm7T74w3ubBC",
    "label": [],
    "labels": [],
    "name": "WhatsApp-Image-2025-03-10-at-12.14.27_73e0fb28.jpg",
    "numSteps": 14,
    "owner": "wEqrRJkqhPgquyya25O4ybwlLgJ2",
    "preprocessing": [
        "auto-orient",
        "crop:[82,0.856065,0.720221]",
        "resize:[\"Stretch to\",640,640]",
        "grayscale",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "ninety:[90]",
        "rotate:[2]",
        "shear:[2,3]",
        "hue:[8]",
        "saturation:[16]",
        "brightness:[-3]",
        "exposure:[0]",
        "blur:[1.5]",
        "noise:[0.09,773782]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 82%<br />Centered on 86%, 72%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "2°"
        },
        {
            "name": "Shear",
            "value": "X: 2°<br/>Y: 3°"
        },
        {
            "name": "Hue",
            "value": "8°"
        },
        {
            "name": "Saturation",
            "value": "16%"
        },
        {
            "name": "Brightness",
            "value": "-3%"
        },
        {
            "name": "Exposure",
            "value": "0%"
        },
        {
            "name": "Blur",
            "value": "1.5px"
        },
        {
            "name": "Noise",
            "value": "0.09%"
        }
    ],
    "source": "4dEm8JLyfm7T74w3ubBC",
    "split": "train",
    "split.5W8Y0KGAcTvlfVSo33hI.7": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[82,0.856065,0.720221]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"grayscale\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"ninety:[90]\",\n    \"rotate:[2]\",\n    \"shear:[2,3]\",\n    \"hue:[8]\",\n    \"saturation:[16]\",\n    \"brightness:[-3]\",\n    \"exposure:[0]\",\n    \"blur:[1.5]\",\n    \"noise:[0.09,773782]\"\n]",
    "updated": 1742232876623,
    "updatedDate": "Mar 1, 57179",
    "updatedTime": "8:50AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "5W8Y0KGAcTvlfVSo33hI/7"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Bad Pallet",
            "x": 434.66325504773783,
            "y": 378.9898774018168,
            "width": 410.67348990452433,
            "height": 522.0202451963664
        }
    ],
    "height": 640,
    "key": "WhatsApp Image 2025-03-10 at 12.14.27_73e0fb28.jpg",
    "width": 640
}

My First Project

Dataset Versions

2025-03-17 11:04pm

Popular Download Formats

246 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

WhatsApp-Image-2025-03-10-at-12.14.27_73e0fb28.jpg

Updated Mar 1, 57179

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data