Dataset Versions

v5

2024-11-21 4:25pm

Generated on Nov 21, 2024

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Dataset Split

Train Set 92%
4192Images
Valid Set 5%
239Images
Test Set 3%
120Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
Brightness: Between -15% and +15%
Blur: Up to 2.5px

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1.0 a
1.8k images
1.5k images
1.2k images 1 model
aa
Annotate
WIN_20241108_15_42_32_Pro-2-.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
a

CLASSES

LAYERS

 
other
1

Unused Classes

harmful
kitchen
recyclable

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Attributes

WIN_20241108_15_42_32_Pro-2-.jpg

640x640
0.41MP

Updated Nov 21, 2024

8:25AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Both
Brightness 1%
Blur 2px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "other": 274,
        "recyclable": 145,
        "kitchen": 372,
        "harmful": 411
    },
    "datasets": [
        "Oci6jGp62klhz6j61HNQ"
    ],
    "destination": "68d107ac6857f8848a47cb9f044c6dfc",
    "height": 640,
    "id": "NTo8ek6Id04Aon7B9xvJ",
    "label": [],
    "labels": [],
    "name": "WIN_20241108_15_42_32_Pro-2-.jpg",
    "numSteps": 5,
    "owner": "CUTd8WmOOoeyEccL5b0D4HmRdKB3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"both\"]",
        "brightness:[1]",
        "blur:[2]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "Brightness",
            "value": "1%"
        },
        {
            "name": "Blur",
            "value": "2px"
        }
    ],
    "source": "NTo8ek6Id04Aon7B9xvJ",
    "split": "train",
    "split.Oci6jGp62klhz6j61HNQ.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"both\\\"]\",\n    \"brightness:[1]\",\n    \"blur:[2]\"\n]",
    "updated": {
        "_seconds": 1732177553,
        "_nanoseconds": 958000000
    },
    "updatedDate": "Nov 21, 2024",
    "updatedTime": "8:25AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "Oci6jGp62klhz6j61HNQ/5"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "other",
            "x": 493.5,
            "y": 294,
            "width": 200,
            "height": 283
        }
    ],
    "height": 640,
    "key": "WIN_20241108_15_42_32_Pro (2).jpg",
    "width": 640
}

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