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
3

Unused Classes

Rajnigandha
Rose

Tags

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

Attributes

20240129_103941.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 88%
Centered on 90%, 100%
Resize Stretch to 640x640
Flip Both
Shear X: 4°
Y: 5°
Exposure -9%
Noise 0.3%

Annotation History

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Raw Data

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        "Rose": 521
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    "destination": "afa4afbaae562ef871de6ecacef9efb0",
    "height": 640,
    "id": "RvV8htlgYD8sEL5wzc8R",
    "label": [],
    "labels": [],
    "name": "20240129_103941.jpg",
    "numSteps": 8,
    "owner": "8vsQkfXL7OTghRFTtYpWTCZGg2y2",
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        "resize:[\"Stretch to\",640,640]",
        "flip:[\"both\"]",
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        "exposure:[-9]",
        "noise:[0.3,817189]"
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        {
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        },
        {
            "name": "Crop",
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        },
        {
            "name": "Resize",
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        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "Shear",
            "value": "X: 4°<br/>Y: 5°"
        },
        {
            "name": "Exposure",
            "value": "-9%"
        },
        {
            "name": "Noise",
            "value": "0.3%"
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    "source": "RvV8htlgYD8sEL5wzc8R",
    "split": "train",
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    "updated": {
        "_seconds": 1711122917,
        "_nanoseconds": 738000000
    },
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    "updatedTime": "3:55PM",
    "updatedTimezone": "+00:00",
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