Dataset Versions

v2

2024-09-23 1:47am

Generated on Sep 23, 2024

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Dataset Split

Train Set 98%
6695Images
Valid Set 1%
82Images
Test Set 0%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%

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rice_pebbles
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IMG_20240412_200123.jpg
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train
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Annotations

Group:
Pebbles-rice-nurm

CLASSES

LAYERS

 
0
8

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Attributes

IMG_20240412_200123.jpg

224x224
0.05MP

Updated Sep 23, 2024

1:47AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 224x224
Flip Both
Saturation -5%

Annotation History

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Raw Data

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    "height": 224,
    "id": "EWEtyiVwvRl1fXYDJbnf",
    "label": [],
    "labels": [],
    "name": "IMG_20240412_200123.jpg",
    "numSteps": 4,
    "owner": "1uqegijRxUbAyMcwQefY4Jhigw82",
    "preprocessing": [
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    "preprocessingParsed": [
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            "name": "Auto-Orient",
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        {
            "name": "Resize",
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        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "Saturation",
            "value": "-5%"
        }
    ],
    "source": "EWEtyiVwvRl1fXYDJbnf",
    "split": "train",
    "split.OORUq7yr3goet625LTPq.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",224,224]\",\n    \"flip:[\\\"both\\\"]\",\n    \"saturation:[-5]\"\n]",
    "updated": {
        "_seconds": 1727056071,
        "_nanoseconds": 447000000
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    "updatedDate": "Sep 23, 2024",
    "updatedTime": "1:47AM",
    "updatedTimezone": "+00:00",
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