Dataset Versions

v1

2024-09-27 6:43am

Generated on Sep 27, 2024

Dataset Split

Train Set 88%
177Images
Valid Set 8%
17Images
Test Set 4%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Mosaic: Applied

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Annotations

Group: Grain
 
AI - ML - v6 2024-09-04 10-08am
28

Unused Classes

AI & ML - v6 2024-09-04 10:08am

Attributes

BFOSG1_s1x500_BMP.jpg

640x640
0.41MP

Updated Sep 29, 56709

2:30AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
90° Rotate Applied
Saturation -3%
Blur 2.5px
Mosaic Applied

Annotation History

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Raw Data

Source Data

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    "id": "JmDIMcjN37k6iiZYvqdf",
    "label": [],
    "labels": [],
    "name": "BFOSG1_s1x500_BMP.jpg",
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    "owner": "iPWFvFiriKt1IuRoUAcC",
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    "source": "JmDIMcjN37k6iiZYvqdf",
    "split": "train",
    "split.vLYm0CqZ9t0FkA7n0TUp.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[90]\",\n    \"saturation:[-3]\",\n    \"blur:[2.5]\",\n    \"mosaic:[60,59,[[0.561428,0.03659],[0.323046,0.341783],[0.286083,0.916919],[0.199299,0.46936]]]\"\n]",
    "updated": 1727419401012,
    "updatedDate": "Sep 29, 56709",
    "updatedTime": "2:30AM",
    "updatedTimezone": "+00:00",
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