Dataset Versions

v2

2023-06-21 11:32am

Generated on Jun 21, 2023

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Dataset Split

Train Set 86%
48Images
Valid Set 7%
4Images
Test Set 7%
4Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Exposure: Between -25% and +25%
Six Pills
Annotate
five.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
pills

CLASSES

LAYERS

 
f
1

Unused Classes

6
b
c
d
e

Tags

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

Attributes

five.jpg

640x640
0.41MP

Updated Jun 21, 2023

1:32AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 0.000000% to 100.000000%
Y: 29.464286% to 69.642857%
Select annotation #1
Static Crop X: 25% to 75%
Y: 25% to 75%
Tile Row: 2 of 2
Column: 1 of 2
Crop Keep 95%
Centered on 21%, 50%
Resize Stretch to 640x640
Grayscale Applied
Auto-Adjust Contrast Adaptive Equalization
Modify Classes Applied
Shear Applied Per Bounding Box
Exposure Applied Per Bounding Box
Flip Horizontal
Shear X: 13°
Y: 11°
Hue
Saturation 9%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "6": 1,
        "b": 1,
        "c": 1,
        "d": 1,
        "e": 1,
        "f": 1
    },
    "datasets": [
        "8QoFs07Z3ed8d7rogl9a"
    ],
    "destination": "162d739ab5e21b86979cc222de743d64",
    "height": 640,
    "id": "mL0U8hKtTZvPptoPQGXe",
    "label": [],
    "labels": [],
    "name": "five.jpg",
    "numSteps": 16,
    "owner": "4EaFNt1NoGegFb8i4RlKGhH88SE2",
    "preprocessing": [
        "auto-orient",
        "static-crop:[\"0.000000\",\"100.000000\",\"29.464286\",\"69.642857\"]",
        "select-annotation:[0]",
        "static-crop:[25,75,25,75]",
        "tile:[0,1,2,2]",
        "crop:[95,0.214302,0.495274]",
        "resize:[\"Stretch to\",640,640]",
        "grayscale",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "remap:[\"ccebe95096ac934bd424f8a37cf75904\"]",
        "shear:[[9,7]]",
        "exposure:[[15]]",
        "flip:[\"horizontal\"]",
        "shear:[13,11]",
        "hue:[3]",
        "saturation:[9]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 0.000000% to 100.000000%<br/>Y: 29.464286% to 69.642857%"
        },
        {
            "value": "Select annotation #1"
        },
        {
            "name": "Static Crop",
            "value": "X: 25% to 75%<br/>Y: 25% to 75%"
        },
        {
            "name": "Tile",
            "value": "Row: 2 of 2<br/>Column: 1 of 2"
        },
        {
            "name": "Crop",
            "value": "Keep 95%<br />Centered on 21%, 50%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "Shear",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Exposure",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Shear",
            "value": "X: 13°<br/>Y: 11°"
        },
        {
            "name": "Hue",
            "value": "3°"
        },
        {
            "name": "Saturation",
            "value": "9%"
        }
    ],
    "source": "mL0U8hKtTZvPptoPQGXe",
    "split": "train",
    "split.8QoFs07Z3ed8d7rogl9a.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[\\\"0.000000\\\",\\\"100.000000\\\",\\\"29.464286\\\",\\\"69.642857\\\"]\",\n    \"select-annotation:[0]\",\n    \"static-crop:[25,75,25,75]\",\n    \"tile:[0,1,2,2]\",\n    \"crop:[95,0.214302,0.495274]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"grayscale\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"remap:[\\\"ccebe95096ac934bd424f8a37cf75904\\\"]\",\n    \"shear:[[9,7]]\",\n    \"exposure:[[15]]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"shear:[13,11]\",\n    \"hue:[3]\",\n    \"saturation:[9]\"\n]",
    "updated": {
        "_seconds": 1687311153,
        "_nanoseconds": 810000000
    },
    "updatedDate": "Jun 21, 2023",
    "updatedTime": "1:32AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "8QoFs07Z3ed8d7rogl9a/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "f",
            "x": 320,
            "y": 320,
            "width": 640,
            "height": 640
        }
    ],
    "height": 640,
    "key": "five.jpg",
    "width": 640
}

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