Dataset Versions

v3

2024-08-28 2-31pm

Generated on Aug 28, 2024

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Dataset Split

Train Set 88%
2718Images
Valid Set 8%
242Images
Test Set 4%
125Images

Preprocessing

Resize: Stretch to 320x240
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Brightness: Between -20% and +20%
Blur: Up to 1px

Similar Projects

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'Fruit and Vegetable Detector'
Annotate
img_840.png
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
fruits-vegetables

CLASSES

LAYERS

 
tomato
1

Unused Classes

capsicum
garlic
lemon
lime
pear
potato
pumpkin

Tags

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

Attributes

img_840.png

320x240
0.08MP

Updated Aug 28, 2024

2:31PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Crop Keep 87%
Centered on 17%, 52%
Resize Stretch to 320x240
Auto-Adjust Contrast Contrast Stretching
Brightness 2%
Blur 0.75px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "garlic": 366,
        "lemon": 259,
        "pear": 251,
        "capsicum": 273,
        "potato": 383,
        "lime": 242,
        "tomato": 350,
        "pumpkin": 211
    },
    "datasets": [
        "1yi2eyFYj4uumvbrxm92"
    ],
    "destination": "25e55f9a781b9ee5347dc5fa2b1995d7",
    "height": 240,
    "id": "PVTPntBlHceo3baAnEbc",
    "label": [],
    "labels": [],
    "name": "img_840.png",
    "numSteps": 5,
    "owner": "G55tHeMUemPAmWqC9VRAa6vg3p33",
    "preprocessing": [
        "crop:[87,0.172158,0.519885]",
        "resize:[\"Stretch to\",320,240]",
        "auto-contrast:[\"Contrast Stretching\"]",
        "brightness:[2]",
        "blur:[0.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Crop",
            "value": "Keep 87%<br />Centered on 17%, 52%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 320x240"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "Brightness",
            "value": "2%"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        }
    ],
    "source": "PVTPntBlHceo3baAnEbc",
    "split": "train",
    "split.1yi2eyFYj4uumvbrxm92.3": "train",
    "status": "generated",
    "transforms": "[\n    \"crop:[87,0.172158,0.519885]\",\n    \"resize:[\\\"Stretch to\\\",320,240]\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\",\n    \"brightness:[2]\",\n    \"blur:[0.75]\"\n]",
    "updated": {
        "_seconds": 1724855492,
        "_nanoseconds": 9000000
    },
    "updatedDate": "Aug 28, 2024",
    "updatedTime": "2:31PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "1yi2eyFYj4uumvbrxm92/3"
    ],
    "width": 320
}
{
    "boxes": [
        {
            "label": "tomato",
            "x": 300.5,
            "y": 113.5,
            "width": 20.5,
            "height": 20
        }
    ],
    "height": 240,
    "key": "img_840.png",
    "width": 320
}

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