Dataset Versions

Try Pre-Trained Model
Versions
2024-04-26 1:15pm
v11
·
a year ago
2024-04-02 10:54pm
v10
·
a year ago
2024-04-01 8:00pm
v9
·
a year ago
2024-03-30 9:11pm
v8
·
a year ago
2024-03-30 1-57pm
v7
·
a year ago
2024-03-30 10:15am
v6
·
a year ago
2024-03-21 4:12pm
v5
·
a year ago
2024-03-19 9:16pm
v4
·
a year ago
2024-03-19 9:15pm
v3
·
a year ago
2024-03-19 12:57am
v2
·
a year ago
2024-03-08 5:14pm
v1
·
a year ago
v3

2024-03-19 9:15pm

Generated on Mar 19, 2024
Download

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.

13 Total Images

View All Images
Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image

Dataset Split

Train Set 92%
12Images
Valid Set 8%
1Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: hard
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

See More
Hard-soft object Detection
Annotate
12 / 12
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
hard-soft-neutral

Classes

Layers

 
hard
1

Unused Classes

hard-soft-neutral
soft

Tags

No Tags Applied
Type and select tags below to add them to the image.
  • youtube:NAmVU3eQ8Hs

Attributes

yt-NAmVU3eQ8Hs-0001.jpg

640x640
0.41MP

Updated Aug 9, 56185

11:30PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 52.929688% to 61.914063%
Y: 65.972222% to 80.208333%
Resize Stretch to 640x640
Auto-Adjust Contrast Adaptive Equalization
Flip Applied Per Bounding Box
90° Rotate Applied Per Bounding Box
Rotation Applied Per Bounding Box
Shear Applied Per Bounding Box
Brightness Applied Per Bounding Box
Noise Applied Per Bounding Box
Flip Vertical
Rotation 2°
Shear X: -4°
Y: 3°
Saturation 6%
Blur 0.5px
Noise 0.97%

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "hard": 71346,
        "hard-soft-neutral": 6340,
        "soft": 25755
    },
    "datasets": [
        "AyBmH7RG4eM0mRXilFOK"
    ],
    "destination": "3dc9853b1ff0cd0474acaa77ff9dc788",
    "height": 640,
    "id": "F0zKrYuQMqZLD90rvgnD",
    "label": [],
    "labels": [],
    "name": "yt-NAmVU3eQ8Hs-0001.jpg",
    "numSteps": 16,
    "owner": "x5scxbHapwVlEEnffI44UuORNT22",
    "preprocessing": [
        "auto-orient",
        "static-crop:[\"52.929688\",\"61.914063\",\"65.972222\",\"80.208333\"]",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "flip:[[],[\"vertical\"],[\"both\"],[\"vertical\"],[],[\"both\"],[],[\"horizontal\"],[],[\"both\"],[],[],[],[\"vertical\"]]",
        "ninety:[[-90],[0],[0],[-90],[0],[90],[-90],[90],[180],[180],[90],[0],[180],[90]]",
        "rotate:[[-15],[8],[-17],[-3],[-6],[0],[-14],[13],[-7],[-8],[-17],[14],[13],[-4]]",
        "shear:[[-1,-6],[9,5],[9,10],[-7,-7],[-4,-2],[0,9],[10,-7],[-11,1],[2,3],[5,4],[4,0],[1,-1],[-4,-10],[-14,5]]",
        "brightness:[[-24],[-5],[10],[-17],[15],[-2],[-22],[7],[1],[14],[8],[-17],[21],[-22]]",
        "noise:[[0.61,199703],[0.44,513987],[0.08,172034],[0.74,67487],[0.56,55120],[0.73,375072],[0.38,339559],[0.18,306134],[0.42,104857],[0.2,257430],[0.26,643735],[0.23,343718],[0.18,114963],[0.17,801975]]",
        "flip:[\"vertical\"]",
        "rotate:[2]",
        "shear:[-4,3]",
        "saturation:[6]",
        "blur:[0.5]",
        "noise:[0.97,931179]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 52.929688% to 61.914063%<br/>Y: 65.972222% to 80.208333%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Flip",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "90° Rotate",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Shear",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Brightness",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Noise",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "Rotation",
            "value": "2°"
        },
        {
            "name": "Shear",
            "value": "X: -4°<br/>Y: 3°"
        },
        {
            "name": "Saturation",
            "value": "6%"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        },
        {
            "name": "Noise",
            "value": "0.97%"
        }
    ],
    "source": "F0zKrYuQMqZLD90rvgnD",
    "split": "train",
    "split.AyBmH7RG4eM0mRXilFOK.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[\\\"52.929688\\\",\\\"61.914063\\\",\\\"65.972222\\\",\\\"80.208333\\\"]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"flip:[[],[\\\"vertical\\\"],[\\\"both\\\"],[\\\"vertical\\\"],[],[\\\"both\\\"],[],[\\\"horizontal\\\"],[],[\\\"both\\\"],[],[],[],[\\\"vertical\\\"]]\",\n    \"ninety:[[-90],[0],[0],[-90],[0],[90],[-90],[90],[180],[180],[90],[0],[180],[90]]\",\n    \"rotate:[[-15],[8],[-17],[-3],[-6],[0],[-14],[13],[-7],[-8],[-17],[14],[13],[-4]]\",\n    \"shear:[[-1,-6],[9,5],[9,10],[-7,-7],[-4,-2],[0,9],[10,-7],[-11,1],[2,3],[5,4],[4,0],[1,-1],[-4,-10],[-14,5]]\",\n    \"brightness:[[-24],[-5],[10],[-17],[15],[-2],[-22],[7],[1],[14],[8],[-17],[21],[-22]]\",\n    \"noise:[[0.61,199703],[0.44,513987],[0.08,172034],[0.74,67487],[0.56,55120],[0.73,375072],[0.38,339559],[0.18,306134],[0.42,104857],[0.2,257430],[0.26,643735],[0.23,343718],[0.18,114963],[0.17,801975]]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"rotate:[2]\",\n    \"shear:[-4,3]\",\n    \"saturation:[6]\",\n    \"blur:[0.5]\",\n    \"noise:[0.97,931179]\"\n]",
    "updated": 1710879319847,
    "updatedDate": "Aug 9, 56185",
    "updatedTime": "11:30PM",
    "updatedTimezone": "+00:00",
    "user_tags": [
        "youtube:NAmVU3eQ8Hs"
    ],
    "versions": [
        "AyBmH7RG4eM0mRXilFOK/3"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "hard",
            "x": 334.1117165,
            "y": 327.5310905,
            "width": 594.7192289999999,
            "height": 624.937819,
            "points": [
                [
                    415.890471,
                    640
                ],
                [
                    428.752248,
                    636.765529
                ],
                [
                    439.906632,
                    619.494817
                ],
                [
                    559.843832,
                    589.333089
                ],
                [
                    570.998216,
                    572.062377
                ],
                [
                    615.974666,
                    560.751729
                ],
                [
                    627.129051,
                    543.481016
                ],
                [
                    627.613186,
                    543.359266
                ],
                [
                    631.471331,
                    377.597643
                ],
                [
                    631.162078,
                    359.884726
                ],
                [
                    616.278446,
                    307.527067
                ],
                [
                    597.448531,
                    297.796786
                ],
                [
                    589.773001,
                    270.795794
                ],
                [
                    548.275404,
                    237.834734
                ],
                [
                    544.43764,
                    224.33424
                ],
                [
                    525.607723,
                    214.603958
                ],
                [
                    521.769958,
                    201.103461
                ],
                [
                    502.940042,
                    191.37318
                ],
                [
                    499.102277,
                    177.872685
                ],
                [
                    480.272363,
                    168.142403
                ],
                [
                    472.596831,
                    141.141411
                ],
                [
                    453.766916,
                    131.41113
                ],
                [
                    438.415854,
                    77.409144
                ],
                [
                    419.585939,
                    67.678861
                ],
                [
                    415.748174,
                    54.178366
                ],
                [
                    342.093597,
                    16.117668
                ],
                [
                    281.62474,
                    15.062181
                ],
                [
                    265.02458,
                    15.351878
                ],
                [
                    250.475613,
                    37.878538
                ],
                [
                    254.313379,
                    51.379034
                ],
                [
                    243.158994,
                    68.649747
                ],
                [
                    266.185587,
                    149.652728
                ],
                [
                    260.608394,
                    158.288084
                ],
                [
                    215.631944,
                    169.598731
                ],
                [
                    198.900367,
                    195.504801
                ],
                [
                    206.575898,
                    222.505792
                ],
                [
                    165.796125,
                    305.089139
                ],
                [
                    173.471656,
                    332.090133
                ],
                [
                    162.317271,
                    349.360846
                ],
                [
                    177.668333,
                    403.362831
                ],
                [
                    160.936756,
                    429.268901
                ],
                [
                    119.798072,
                    454.080045
                ],
                [
                    108.643689,
                    471.350758
                ],
                [
                    93.651538,
                    475.120974
                ],
                [
                    71.342769,
                    509.662398
                ],
                [
                    41.358469,
                    517.202831
                ],
                [
                    36.752102,
                    524.335022
                ],
                [
                    36.76607,
                    525.535189
                ],
                [
                    44.712136,
                    553.487865
                ],
                [
                    52.871766,
                    557.704319
                ],
                [
                    67.863916,
                    553.934103
                ],
                [
                    105.523747,
                    573.394665
                ],
                [
                    135.508046,
                    565.854234
                ],
                [
                    173.167876,
                    585.314795
                ],
                [
                    203.152175,
                    577.774363
                ],
                [
                    221.982092,
                    587.504644
                ],
                [
                    236.974241,
                    583.734427
                ],
                [
                    265.219115,
                    598.329848
                ],
                [
                    254.064729,
                    615.600562
                ],
                [
                    257.902496,
                    629.101058
                ],
                [
                    276.732411,
                    638.831339
                ],
                [
                    277.575722,
                    640
                ],
                [
                    358.368384,
                    640
                ],
                [
                    364.945883,
                    638.345895
                ],
                [
                    368.146886,
                    640
                ],
                [
                    415.890471,
                    640
                ]
            ]
        }
    ],
    "height": 640,
    "key": "yt-NAmVU3eQ8Hs-0001.jpg",
    "width": 640
}

Annotation Editor

Delete
Save (Enter)

Smart Polygon

Click inside to remove area or outside to expand.
Undo
Redo
Simplify
Simple Complex
Delete
Finish (Enter)
170%
Reset