Dataset Versions

v1

2024-11-13 4:45am

Generated on Nov 13, 2024

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Dataset Split

Train Set 89%
483Images
Valid Set 7%
39Images
Test Set 3%
18Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Saturation: Between -39% and +39%
Noise: Up to 0.34% of pixels

Similar Projects

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Capstone 1
Annotate
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group: general
 
gunny-bag
3
 
recyclable-bag-white
1
 
recyclable-cardbox
5

Unused Classes

big-waste
food-waste
general-blue
general-green
gunny-bag-orange
recyclable-icebox

Attributes

20240930_042729.jpg

640x640
0.41MP

Updated Mar 14, 56838

12:44PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Both
Rotation -10°
Saturation 14%
Noise 0.21%

Annotation History

Loading...

Raw Data

Source Data

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    "camera": "Generated by Roboflow",
    "datasets": [
        "EBhAnYO4e5uxan135ry0"
    ],
    "destination": "b373e81b89b25bf5c6f2ab8d4bfb4903",
    "height": 640,
    "id": "eOJy7kDmluj4R5PTwTi5",
    "label": [],
    "labels": [],
    "name": "20240930_042729.jpg",
    "numSteps": 6,
    "owner": "hd4sr2gcmIeHSTZaDX28xEwkymu1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"both\"]",
        "rotate:[-10]",
        "saturation:[14]",
        "noise:[0.21,294247]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "Rotation",
            "value": "-10°"
        },
        {
            "name": "Saturation",
            "value": "14%"
        },
        {
            "name": "Noise",
            "value": "0.21%"
        }
    ],
    "source": "eOJy7kDmluj4R5PTwTi5",
    "split": "train",
    "split.EBhAnYO4e5uxan135ry0.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"both\\\"]\",\n    \"rotate:[-10]\",\n    \"saturation:[14]\",\n    \"noise:[0.21,294247]\"\n]",
    "updated": 1731473153091,
    "updatedDate": "Mar 14, 56838",
    "updatedTime": "12:44PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "EBhAnYO4e5uxan135ry0/1"
    ],
    "width": 640
}
                            
                            

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