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object detection-sprouts

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-10-31 11:12am

a year ago

2023-10-31 11:12am

Generated on Oct 31, 2023

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.

1337 Total Images

View All Images

Dataset Split

Train Set 88%

1170Images

Valid Set 8%

111Images

Test Set 4%

56Images

Preprocessing

Auto-Orient: Applied

Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region

Resize: Stretch to 640x640

Grayscale: Applied

Augmentations

Outputs per training example: 3

Flip: Horizontal

Crop: 0% Minimum Zoom, 20% Maximum Zoom

Grayscale: Apply to 25% of images

Blur: Up to 2.5px

Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise

Bounding Box: Blur: Up to 2.5px

Similar Projects

Annotations

Group:

sprouts-of-rice

DSC_0451.JPG

640x640

0.41MP

Updated Jun 21, 55800

1:43PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Static Crop

X: 25% to 75%
Y: 25% to 75%

Resize

Stretch to 640x640

Grayscale

Applied

Raw Data

Source Data

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    "camera": "Generated by Roboflow",
    "datasets": [
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    ],
    "destination": "c0b1fa846e03d28f51bad53aa268b323",
    "height": 640,
    "id": "KWBFSKuvbaxtuNuPRopA",
    "label": [],
    "labels": [],
    "name": "DSC_0451.JPG",
    "numSteps": 4,
    "owner": "rwZEyBAD6mRkonEq4oi8uZ9hNgG2",
    "preprocessing": [
        "auto-orient",
        "static-crop:[25,75,25,75]",
        "resize:[\"Stretch to\",640,640]",
        "grayscale"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 25% to 75%<br/>Y: 25% to 75%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        }
    ],
    "source": "KWBFSKuvbaxtuNuPRopA",
    "split": "train",
    "split.94czGRt21nx0VyEPFZA7.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[25,75,25,75]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"grayscale\"\n]",
    "updated": 1698725569421,
    "updatedDate": "Jun 21, 55800",
    "updatedTime": "1:43PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "94czGRt21nx0VyEPFZA7/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "Abnormal",
            "x": 320,
            "y": 349.375,
            "width": 640,
            "height": 93.75,
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                    302.5
                ],
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                ],
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                ],
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                ],
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                ],
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                ],
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                ],
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                ],
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                ],
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                ],
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                ],
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                ],
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                ],
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                ],
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                ],
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                    0,
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                ],
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                ],
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                    392.5
                ],
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                    392.5
                ],
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                    388.75
                ],
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                ],
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                ],
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                    377.5
                ],
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                    377.5
                ],
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                    373.75
                ],
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                    373.75
                ],
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                    377.5
                ],
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                    377.5
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                    377.5
                ],
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                    256.25,
                    373.75
                ],
                [
                    258.75,
                    373.75
                ],
                [
                    261.25,
                    370
                ],
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                    266.25,
                    370
                ],
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                    267.5,
                    368.125
                ],
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                    360.625
                ],
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                    271.25,
                    355
                ],
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                    273.75,
                    355
                ],
                [
                    276.25,
                    351.25
                ],
                [
                    281.25,
                    351.25
                ],
                [
                    283.75,
                    347.5
                ],
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                    347.5
                ],
                [
                    291.25,
                    343.75
                ],
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                    343.75
                ],
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                    340
                ],
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                    340
                ],
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                    336.25,
                    336.25
                ],
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                    336.25
                ],
                [
                    363.75,
                    332.5
                ],
                [
                    391.25,
                    332.5
                ],
                [
                    393.75,
                    328.75
                ],
                [
                    428.75,
                    328.75
                ],
                [
                    431.25,
                    325
                ],
                [
                    531.25,
                    325
                ],
                [
                    533.75,
                    321.25
                ],
                [
                    598.75,
                    321.25
                ],
                [
                    601.25,
                    317.5
                ],
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                    623.75,
                    317.5
                ],
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                    313.75
                ],
                [
                    640,
                    313.75
                ],
                [
                    640,
                    302.5
                ]
            ]
        }
    ],
    "height": 640,
    "key": "DSC_0451.JPG",
    "width": 640
}

object detection-sprouts

Dataset Versions

2023-10-31 11:12am

Popular Download Formats

1337 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

DSC_0451.JPG

Updated Jun 21, 55800

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data