Dataset Versions

v6

2024-03-22 9:25pm

Generated on Mar 22, 2024

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Dataset Split

Train Set 88%
1725Images
Valid Set 8%
162Images
Test Set 4%
80Images

Preprocessing

Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 11-89% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Exposure: Between -10% and +10%
Noise: Up to 0.34% of pixels

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Flower detection
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Labels
Attributes
Raw Data

Annotations

Group:
flowers

CLASSES

LAYERS

 
Chrysanthemum
1

Unused Classes

Rajnigandha
Rose

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

20240129_104754.jpg

640x640
0.41MP

Updated Mar 22, 2024

3:55PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 10% to 90%
Y: 11% to 89%
Crop Keep 87%
Centered on 72%, 92%
Resize Stretch to 640x640
Flip Vertical
Shear X: -8°
Y: 6°
Exposure -2%
Noise 0.17%

Annotation History

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Raw Data

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        "Rajnigandha": 648,
        "Rose": 521
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    ],
    "destination": "706df900d40b1c073d1bac1a473d0990",
    "height": 640,
    "id": "SHsdWgWkCIWGNaTHajUj",
    "label": [],
    "labels": [],
    "name": "20240129_104754.jpg",
    "numSteps": 8,
    "owner": "8vsQkfXL7OTghRFTtYpWTCZGg2y2",
    "preprocessing": [
        "auto-orient",
        "static-crop:[10,90,11,89]",
        "crop:[87,0.72238,0.916285]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"vertical\"]",
        "shear:[-8,6]",
        "exposure:[-2]",
        "noise:[0.17,107049]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 10% to 90%<br/>Y: 11% to 89%"
        },
        {
            "name": "Crop",
            "value": "Keep 87%<br />Centered on 72%, 92%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "Shear",
            "value": "X: -8°<br/>Y: 6°"
        },
        {
            "name": "Exposure",
            "value": "-2%"
        },
        {
            "name": "Noise",
            "value": "0.17%"
        }
    ],
    "source": "SHsdWgWkCIWGNaTHajUj",
    "split": "train",
    "split.3g7ZHPd23TFRtzOwN22f.6": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[10,90,11,89]\",\n    \"crop:[87,0.72238,0.916285]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"shear:[-8,6]\",\n    \"exposure:[-2]\",\n    \"noise:[0.17,107049]\"\n]",
    "updated": {
        "_seconds": 1711122918,
        "_nanoseconds": 103000000
    },
    "updatedDate": "Mar 22, 2024",
    "updatedTime": "3:55PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "3g7ZHPd23TFRtzOwN22f/6"
    ],
    "width": 640
}
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