Dataset Versions

v10

2023-04-25 11:04am

Generated on Apr 25, 2023

Dataset Split

Train Set 87%
3204Images
Valid Set 8%
310Images
Test Set 4%
154Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -20% and +20%
Blur: Up to 2.75px

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Fish Freshness Classification
Annotate
20210203_153649_resized_cropped.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
fish-freshness

CLASSES

 
eye-fresh
0

Unused Classes

eye-non-fresh
gill-fresh
gill-non-fresh

Tags

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

Attributes

20210203_153649_resized_cropped.jpg

640x640
0.41MP

Updated Apr 25, 2023

4:04AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Horizontal
90° Rotate Applied
Rotation -10°
Brightness -5%
Exposure -15%
Blur 1.75px

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "eye-fresh": 431,
        "eye-non-fresh": 383,
        "gill-non-fresh": 356,
        "gill-fresh": 362
    },
    "datasets": [
        "d0gKhONgeSvWBHJmj2O5"
    ],
    "destination": "ced8813141b352082a91cff21f7444b5",
    "height": 640,
    "id": "jvakfPim0FzCURBKt3Lp",
    "label": [
        "eye-fresh"
    ],
    "labels": [
        "eye-fresh"
    ],
    "name": "20210203_153649_resized_cropped.jpg",
    "numSteps": 8,
    "owner": "GKkLIp2N2USSyhrmz2bnQl0olsB2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "ninety:[-90]",
        "rotate:[-10]",
        "brightness:[-5]",
        "exposure:[-15]",
        "blur:[1.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-10°"
        },
        {
            "name": "Brightness",
            "value": "-5%"
        },
        {
            "name": "Exposure",
            "value": "-15%"
        },
        {
            "name": "Blur",
            "value": "1.75px"
        }
    ],
    "source": "jvakfPim0FzCURBKt3Lp",
    "split": "train",
    "split.d0gKhONgeSvWBHJmj2O5.10": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[-90]\",\n    \"rotate:[-10]\",\n    \"brightness:[-5]\",\n    \"exposure:[-15]\",\n    \"blur:[1.75]\"\n]",
    "updated": {
        "_seconds": 1682395461,
        "_nanoseconds": 26000000
    },
    "updatedDate": "Apr 25, 2023",
    "updatedTime": "4:04AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "d0gKhONgeSvWBHJmj2O5/10"
    ],
    "width": 640
}
{
    "boxes": [],
    "height": 640,
    "key": "20210203_153649_resized_cropped.jpg",
    "width": 640
}
  1. 1
    eye-fresh
  2. 2
    eye-non-fresh
  3. 3
    gill-fresh
  4. 4
    gill-non-fresh
170%
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