Dataset Versions

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Versions
2023-07-22 2:07pm
v9
·
2 years ago
2023-07-22 10:47am
v8
·
2 years ago
2023-06-24 9:25pm
v7
·
2 years ago
2023-06-24 9:06pm
v6
·
2 years ago
2023-04-20 11:38pm
v5
·
2 years ago
2023-04-20 11:02pm
v4
·
2 years ago
2023-04-20 10:54pm
v3
·
2 years ago
2023-03-20 3:50pm
v2
·
2 years ago
2023-02-26 8:37pm
v1
·
2 years ago
v7

2023-06-24 9:25pm

Generated on Jun 24, 2023
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478 Total Images

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Dataset Split

Train Set 50%
237Images
Valid Set 5%
24Images
Test Set 45%
217Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -11% and +11%
Brightness: Between -9% and +9%
Exposure: Between -14% and +14%
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down

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Capstone chips detection
Annotate
1 / 13
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
Chips

Classes

Layers

 
Bad chips
4
 
Good chips
5

Unused Classes

1
2
3
Average chips
bad Chocolate
good Chocolate

Tags

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

Attributes

IMG20230225162312_augmented.jpg

640x640
0.41MP

Updated Aug 13, 55448

4:21PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Applied Per Bounding Box
90° Rotate Applied Per Bounding Box
Flip Vertical
90° Rotate Applied
Saturation -6%
Brightness 9%
Exposure 9%

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "xNUIurM7L95zgDaDYVsm"
    ],
    "destination": "c28b3064172b646991ea6f5ccfb00d87",
    "height": 640,
    "id": "wI2YFUJpyE13jmHPDEkU",
    "label": [],
    "labels": [],
    "name": "IMG20230225162312_augmented.jpg",
    "numSteps": 9,
    "owner": "er5VM4GD1nYlKa2Fzwwr0UBxYty1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[[\"both\"],[\"horizontal\"],[\"both\"],[\"horizontal\"],[],[],[],[],[\"vertical\"]]",
        "ninety:[[180],[90],[90],[-90],[90],[180],[0],[-90],[180]]",
        "flip:[\"vertical\"]",
        "ninety:[-90]",
        "saturation:[-6]",
        "brightness:[9]",
        "exposure:[9]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "90° Rotate",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Saturation",
            "value": "-6%"
        },
        {
            "name": "Brightness",
            "value": "9%"
        },
        {
            "name": "Exposure",
            "value": "9%"
        }
    ],
    "source": "wI2YFUJpyE13jmHPDEkU",
    "split": "train",
    "split.xNUIurM7L95zgDaDYVsm.7": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[[\\\"both\\\"],[\\\"horizontal\\\"],[\\\"both\\\"],[\\\"horizontal\\\"],[],[],[],[],[\\\"vertical\\\"]]\",\n    \"ninety:[[180],[90],[90],[-90],[90],[180],[0],[-90],[180]]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"ninety:[-90]\",\n    \"saturation:[-6]\",\n    \"brightness:[9]\",\n    \"exposure:[9]\"\n]",
    "updated": 1687622142102,
    "updatedDate": "Aug 13, 55448",
    "updatedTime": "4:21PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "xNUIurM7L95zgDaDYVsm/7"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Bad chips",
            "x": 277.5,
            "y": 252,
            "width": 117,
            "height": 160
        },
        {
            "label": "Bad chips",
            "x": 138.5,
            "y": 433.5,
            "width": 140,
            "height": 140
        },
        {
            "label": "Bad chips",
            "x": 333,
            "y": 563,
            "width": 118,
            "height": 118
        },
        {
            "label": "Bad chips",
            "x": 537.5,
            "y": 482.5,
            "width": 152,
            "height": 152
        },
        {
            "label": "Good chips",
            "x": 434,
            "y": 119.5,
            "width": 161,
            "height": 161
        },
        {
            "label": "Good chips",
            "x": 568,
            "y": 240,
            "width": 132,
            "height": 214
        },
        {
            "label": "Good chips",
            "x": 171.5,
            "y": 129.5,
            "width": 137,
            "height": 181
        },
        {
            "type": "polygon",
            "label": "Good chips",
            "x": 408.72043099999996,
            "y": 377.12205800000004,
            "width": 290.559138,
            "height": 171.75588399999998,
            "points": [
                [
                    263.440862,
                    312.288559
                ],
                [
                    292.963065,
                    413.080515
                ],
                [
                    403.671327,
                    459.599833
                ],
                [
                    406.022431,
                    463
                ],
                [
                    408.877865,
                    463
                ],
                [
                    492.237936,
                    441.878192
                ],
                [
                    554,
                    397.741636
                ],
                [
                    554,
                    397.353893
                ],
                [
                    501.094575,
                    347.731799
                ],
                [
                    381.529674,
                    291.244116
                ],
                [
                    263.440862,
                    312.288559
                ]
            ]
        },
        {
            "label": "Good chips",
            "x": 249,
            "y": 436.5,
            "width": 124,
            "height": 161
        }
    ],
    "height": 640,
    "key": "IMG20230225162312_augmented.jpg",
    "width": 640
}

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