Dataset Versions

v6

2024-09-30 12:59pm

Generated on Sep 30, 2024

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Dataset Split

Train Set 92%
2510Images
Valid Set 4%
113Images
Test Set 4%
105Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 13% of images
Bounding Box: Brightness: Between -12% and +12%

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A3 NEW DATASET
Annotate
Screenshot-2024-05-12-211340_png.jpg
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test
Labels
Attributes
Raw Data

Annotations

Group:
cows

CLASSES

LAYERS

 
propping
1
 
stand
2

Unused Classes

drinking
eat
lay
ride
stand near fence

Tags

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

Attributes

Screenshot-2024-05-12-211340_png.jpg

640x640
0.41MP

Updated Sep 30, 2024

12:59PM
GMT+00:00

Generated by Roboflow

Testing Set

Transforms

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

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "stand near fence": 223,
        "drinking": 208,
        "lay": 372,
        "propping": 382,
        "eat": 421,
        "stand": 1301,
        "ride": 238
    },
    "datasets": [
        "lvoLqJRdWnxU4vkf1i8N"
    ],
    "destination": "e151a1bde36668431abdf57c8877ba1d",
    "height": 640,
    "id": "IFM7MuPBtBWhLOiZqyno",
    "label": [],
    "labels": [],
    "name": "Screenshot-2024-05-12-211340_png.jpg",
    "numSteps": 3,
    "owner": "WhEJuAwHxBcA81oDESgMUhEaQYe2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Histogram Equalization\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Histogram Equalization"
        }
    ],
    "source": "IFM7MuPBtBWhLOiZqyno",
    "split": "test",
    "split.lvoLqJRdWnxU4vkf1i8N.1": "test",
    "split.lvoLqJRdWnxU4vkf1i8N.2": "test",
    "split.lvoLqJRdWnxU4vkf1i8N.5": "test",
    "split.lvoLqJRdWnxU4vkf1i8N.6": "test",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Histogram Equalization\\\"]\"\n]",
    "updated": {
        "_seconds": 1727701195,
        "_nanoseconds": 15000000
    },
    "updatedDate": "Sep 30, 2024",
    "updatedTime": "12:59PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "lvoLqJRdWnxU4vkf1i8N/1",
        "lvoLqJRdWnxU4vkf1i8N/2",
        "lvoLqJRdWnxU4vkf1i8N/5",
        "lvoLqJRdWnxU4vkf1i8N/6"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "propping",
            "x": 526,
            "y": 258,
            "width": 107,
            "height": 250.5
        },
        {
            "label": "stand",
            "x": 405,
            "y": 88,
            "width": 151.5,
            "height": 150.5
        },
        {
            "label": "stand",
            "x": 472,
            "y": 173.5,
            "width": 160.5,
            "height": 140.5
        }
    ],
    "height": 640,
    "key": "Screenshot-2024-05-12-211340_png.jpg",
    "width": 640
}

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