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Painting Style Classification

Classification

Dataset Versions

Try Pre-Trained Model

2023-11-25 3:20pm

Generated on Nov 25, 2023

Download Dataset

15575 Total Images

View All Images

Dataset Split

Train Set 88%

13668Images

Valid Set 8%

1295Images

Test Set 4%

612Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

90° Rotate: Clockwise, Counter-Clockwise

Crop: 0% Minimum Zoom, 25% Maximum Zoom

Rotation: Between -15° and +15°

Noise: Up to 6% of pixels

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Annotations

Group:

painting-types

alfred-sisley_the-dam-loing-canal-at-saint-mammes-1884.jpg

640x640

0.41MP

Updated Apr 10, 55869

2:12PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Crop

Keep 96%
Centered on 28%, 42%

Resize

Stretch to 640x640

Flip

Vertical

90° Rotate

Applied

Rotation

11°

Noise

1.25%

Raw Data

Source Data

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    "camera": "Generated by Roboflow",
    "datasets": [
        "GRWVJLAVjWzCI89JRW7B"
    ],
    "destination": "dc01c8cf1bdcd27dcb9658f945391541",
    "height": 640,
    "id": "agDXMjds84TlYHPXxkcm",
    "label": [
        "Impressionism"
    ],
    "labels": [
        "Impressionism"
    ],
    "name": "alfred-sisley_the-dam-loing-canal-at-saint-mammes-1884.jpg",
    "numSteps": 7,
    "owner": "OZJEmdXzdCGDnOBQIOeQ",
    "preprocessing": [
        "auto-orient",
        "crop:[96,0.276836,0.417447]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"vertical\"]",
        "ninety:[0]",
        "rotate:[11]",
        "noise:[1.25,551268]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 96%<br />Centered on 28%, 42%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "11°"
        },
        {
            "name": "Noise",
            "value": "1.25%"
        }
    ],
    "source": "agDXMjds84TlYHPXxkcm",
    "split": "train",
    "split.GRWVJLAVjWzCI89JRW7B.7": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[96,0.276836,0.417447]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"ninety:[0]\",\n    \"rotate:[11]\",\n    \"noise:[1.25,551268]\"\n]",
    "updated": 1700896803139,
    "updatedDate": "Apr 10, 55869",
    "updatedTime": "2:12PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "GRWVJLAVjWzCI89JRW7B/7"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [],
    "height": 640,
    "key": "alfred-sisley_the-dam-loing-canal-at-saint-mammes-1884.jpg",
    "width": 640
}

Painting Style Classification

Dataset Versions

2023-11-25 3:20pm

15575 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

alfred-sisley_the-dam-loing-canal-at-saint-mammes-1884.jpg

Updated Apr 10, 55869

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data