Dataset Versions

v1

2023-11-06 4:43pm

Generated on Nov 6, 2023

Dataset Split

Train Set 88%
105Images
Valid Set 8%
10Images
Test Set 4%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 9% of pixels

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Annotate
Four-copy-3.png
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Labels
Attributes
Raw Data

Annotations

Group:
numbers

CLASSES

 
4
0

Unused Classes

0
1
2
3
5
6
7
8
9
Unlabeled

Tags

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Attributes

Four-copy-3.png

640x640
0.41MP

Updated Nov 6, 2023

12:43PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Grayscale Applied
Auto-Adjust Contrast Adaptive Equalization

Annotation History

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Raw Data

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    "camera": "Generated by Roboflow",
    "classes": {
        "0": 5,
        "1": 5,
        "2": 5,
        "3": 5,
        "4": 5,
        "5": 5,
        "6": 5,
        "7": 5,
        "8": 5,
        "9": 5
    },
    "datasets": [
        "C4ZmWeEM7JIkQq96eYpq"
    ],
    "destination": "ad1bf2fd6fbd8e9123f7a6da6cc5a23b",
    "height": 640,
    "id": "SrqLDWuNDTTsYf5ZaNE7",
    "label": [
        "4"
    ],
    "labels": [
        "4"
    ],
    "name": "Four-copy-3.png",
    "numSteps": 4,
    "owner": "jM9Ex9IXzeekp0YwegMIfKST3j72",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "grayscale",
        "auto-contrast:[\"Adaptive Equalization\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        }
    ],
    "source": "SrqLDWuNDTTsYf5ZaNE7",
    "split": "train",
    "split.C4ZmWeEM7JIkQq96eYpq.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"grayscale\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\"\n]",
    "updated": {
        "_seconds": 1699274596,
        "_nanoseconds": 183000000
    },
    "updatedDate": "Nov 6, 2023",
    "updatedTime": "12:43PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "C4ZmWeEM7JIkQq96eYpq/1"
    ],
    "width": 640
}
{
    "boxes": [],
    "height": 640,
    "key": "Four-copy-3.png",
    "width": 640
}
  1. 0
    0
  2. 1
    1
  3. 2
    2
  4. 3
    3
  5. 4
    4
  6. 5
    5
  7. 6
    6
  8. 7
    7
  9. 8
    8
  10. 9
    9
  11. 10
    Unlabeled
170%
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