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2024-04-26 1:15pm
v11
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a year ago
2024-04-02 10:54pm
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2024-04-01 8:00pm
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2024-03-30 9:11pm
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2024-03-19 9:16pm
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v1
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v4

2024-03-19 9:16pm

Generated on Mar 19, 2024
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2217 Total Images

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Dataset Split

Train Set 84%
1863Images
Valid Set 10%
227Images
Test Set 6%
127Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -6° and +6°
Shear: ±8° Horizontal, ±4° Vertical
Saturation: Between -14% and +14%
Blur: Up to 0.7px
Noise: Up to 1.45% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -18° and +18°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Noise: Up to 0.86% of pixels

Similar Projects

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Hard-soft object Detection
Annotate
1 / 12
Show/hide annotations(H)
valid
Labels
Attributes
Raw Data

Annotations

Group:
hard-soft-neutral

Classes

Layers

 
hard
19
 
soft
21

Unused Classes

hard-soft-neutral

Tags

No Tags Applied
Type and select tags below to add them to the image.
  • youtube:oSmUI3m2kLk

Attributes

yt-oSmUI3m2kLk-0134.jpg

640x640
0.41MP

Updated Aug 11, 56185

1:36AM
GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Auto-Adjust Contrast Adaptive Equalization

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "AyBmH7RG4eM0mRXilFOK"
    ],
    "destination": "901d35115449302819220958af8f4906",
    "height": 640,
    "id": "nyLsyxuEjIk46VFhOeNK",
    "label": [],
    "labels": [],
    "name": "yt-oSmUI3m2kLk-0134.jpg",
    "numSteps": 3,
    "owner": "x5scxbHapwVlEEnffI44UuORNT22",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Adaptive Equalization\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        }
    ],
    "source": "nyLsyxuEjIk46VFhOeNK",
    "split": "valid",
    "split.AyBmH7RG4eM0mRXilFOK.2": "valid",
    "split.AyBmH7RG4eM0mRXilFOK.4": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\"\n]",
    "updated": 1710879413795,
    "updatedDate": "Aug 11, 56185",
    "updatedTime": "1:36AM",
    "updatedTimezone": "+00:00",
    "user_tags": [
        "youtube:oSmUI3m2kLk"
    ],
    "versions": [
        "AyBmH7RG4eM0mRXilFOK/2",
        "AyBmH7RG4eM0mRXilFOK/4"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "soft",
            "x": 595,
            "y": 372.5,
            "width": 21,
            "height": 16
        },
        {
            "label": "soft",
            "x": 594,
            "y": 373,
            "width": 21,
            "height": 17
        },
        {
            "label": "hard",
            "x": 343.5,
            "y": 113,
            "width": 14.5,
            "height": 216.5
        },
        {
            "label": "soft",
            "x": 595,
            "y": 375,
            "width": 21,
            "height": 17.5
        },
        {
            "label": "soft",
            "x": 598,
            "y": 347,
            "width": 27.5,
            "height": 21.5
        },
        {
            "label": "soft",
            "x": 596.5,
            "y": 348.5,
            "width": 31.5,
            "height": 24.5
        },
        {
            "label": "soft",
            "x": 603.5,
            "y": 346.5,
            "width": 16,
            "height": 18.5
        },
        {
            "label": "soft",
            "x": 318,
            "y": 318.5,
            "width": 635.5,
            "height": 637
        },
        {
            "label": "soft",
            "x": 484.5,
            "y": 319.5,
            "width": 305,
            "height": 639
        },
        {
            "label": "soft",
            "x": 596.5,
            "y": 353.5,
            "width": 30,
            "height": 15
        },
        {
            "label": "hard",
            "x": 590.5,
            "y": 149.5,
            "width": 26,
            "height": 290.5
        },
        {
            "label": "hard",
            "x": 589,
            "y": 152,
            "width": 29,
            "height": 304
        },
        {
            "label": "soft",
            "x": 600.5,
            "y": 349,
            "width": 23.5,
            "height": 22
        },
        {
            "label": "soft",
            "x": 472,
            "y": 316.5,
            "width": 331.5,
            "height": 632.5
        },
        {
            "label": "hard",
            "x": 593,
            "y": 167.5,
            "width": 19,
            "height": 251
        },
        {
            "label": "hard",
            "x": 344,
            "y": 112,
            "width": 14.5,
            "height": 224
        },
        {
            "label": "hard",
            "x": 138.5,
            "y": 299,
            "width": 11,
            "height": 252
        },
        {
            "label": "hard",
            "x": 591,
            "y": 152.5,
            "width": 30,
            "height": 305
        },
        {
            "label": "soft",
            "x": 533.5,
            "y": 497,
            "width": 213,
            "height": 284
        },
        {
            "label": "hard",
            "x": 589,
            "y": 148.5,
            "width": 33.5,
            "height": 293.5
        },
        {
            "label": "hard",
            "x": 592.5,
            "y": 159.5,
            "width": 21,
            "height": 278.5
        },
        {
            "label": "soft",
            "x": 546,
            "y": 502.5,
            "width": 185,
            "height": 275
        },
        {
            "label": "hard",
            "x": 345,
            "y": 111.5,
            "width": 14,
            "height": 220.5
        },
        {
            "label": "soft",
            "x": 343.5,
            "y": 330,
            "width": 585.5,
            "height": 616
        },
        {
            "label": "soft",
            "x": 16,
            "y": 173,
            "width": 31.5,
            "height": 346
        },
        {
            "label": "soft",
            "x": 530,
            "y": 387.5,
            "width": 20,
            "height": 13
        },
        {
            "label": "soft",
            "x": 487.5,
            "y": 372.5,
            "width": 296,
            "height": 533
        },
        {
            "label": "soft",
            "x": 532.5,
            "y": 513,
            "width": 215,
            "height": 254
        },
        {
            "label": "hard",
            "x": 591,
            "y": 149.5,
            "width": 33,
            "height": 296.5
        },
        {
            "label": "hard",
            "x": 138.5,
            "y": 285,
            "width": 11,
            "height": 293.5
        },
        {
            "label": "hard",
            "x": 323,
            "y": 174.5,
            "width": 9.5,
            "height": 99
        },
        {
            "label": "hard",
            "x": 138,
            "y": 312.5,
            "width": 12,
            "height": 265
        },
        {
            "label": "hard",
            "x": 322.5,
            "y": 178,
            "width": 9,
            "height": 99.5
        },
        {
            "label": "hard",
            "x": 138.5,
            "y": 302.5,
            "width": 11,
            "height": 229
        },
        {
            "label": "soft",
            "x": 499.5,
            "y": 403.5,
            "width": 280.5,
            "height": 470.5
        },
        {
            "label": "hard",
            "x": 344,
            "y": 108.5,
            "width": 14,
            "height": 216.5
        },
        {
            "label": "hard",
            "x": 322,
            "y": 179.5,
            "width": 8.5,
            "height": 102
        },
        {
            "label": "hard",
            "x": 594,
            "y": 170.5,
            "width": 18,
            "height": 245
        },
        {
            "label": "soft",
            "x": 543,
            "y": 515.5,
            "width": 190.5,
            "height": 248.5
        },
        {
            "label": "soft",
            "x": 178.5,
            "y": 319.5,
            "width": 350.5,
            "height": 628
        }
    ],
    "height": 640,
    "key": "yt-oSmUI3m2kLk-0134.jpg",
    "width": 640
}

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