Dataset Versions

v2

2024-10-05 10:41am

Generated on Oct 5, 2024

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.

Dataset Split

Train Set 88%
735Images
Valid Set 8%
70Images
Test Set 4%
35Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

Similar Projects

See More
garbage_09082
Annotate
KakaoTalk_20240803_222029430_06.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
building-waste-PP---abandoned-furniture-or-Waste-

CLASSES

LAYERS

 
building-waste-PP-
10

Unused Classes

-abandoned-furniture-or-Waste-
Ceramics
Clothing
Styrofoam
Waste appliances
abandoned furniture
building waste(PP)
general waste
recycled waste

Tags

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

Attributes

KakaoTalk_20240803_222029430_06.jpg

640x640
0.41MP

Updated Oct 5, 2024

10:41AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 98%
Centered on 16%, 4%
Resize Stretch to 640x640
90° Rotate Applied
Rotation -5°
Shear X: 9°
Y: -4°
Hue -5°
Saturation 6%
Brightness -7%
Exposure -1%
Blur 0.75px
Noise 0.06%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Clothing": 8,
        "Styrofoam": 197,
        "building waste(PP)": 122,
        "abandoned furniture": 346,
        "building-waste-PP-": 618,
        "recycled waste": 872,
        "Ceramics": 3,
        "general waste": 484,
        "Waste appliances": 6
    },
    "datasets": [
        "xxWhevgSpqN0xax4RjLj"
    ],
    "destination": "7079b43aba2bd04e82dc1c570fa75280",
    "height": 640,
    "id": "IHQEbXtIWHGvHhQviqFZ",
    "label": [],
    "labels": [],
    "name": "KakaoTalk_20240803_222029430_06.jpg",
    "numSteps": 12,
    "owner": "OdMnK46uWQScZm2soZZP7zQrLQy2",
    "preprocessing": [
        "auto-orient",
        "crop:[98,0.160408,0.035889]",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[0]",
        "rotate:[-5]",
        "shear:[9,-4]",
        "hue:[-5]",
        "saturation:[6]",
        "brightness:[-7]",
        "exposure:[-1]",
        "blur:[0.75]",
        "noise:[0.06,310000]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 98%<br />Centered on 16%, 4%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-5°"
        },
        {
            "name": "Shear",
            "value": "X: 9°<br/>Y: -4°"
        },
        {
            "name": "Hue",
            "value": "-5°"
        },
        {
            "name": "Saturation",
            "value": "6%"
        },
        {
            "name": "Brightness",
            "value": "-7%"
        },
        {
            "name": "Exposure",
            "value": "-1%"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        },
        {
            "name": "Noise",
            "value": "0.06%"
        }
    ],
    "source": "IHQEbXtIWHGvHhQviqFZ",
    "split": "train",
    "split.xxWhevgSpqN0xax4RjLj.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[98,0.160408,0.035889]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[0]\",\n    \"rotate:[-5]\",\n    \"shear:[9,-4]\",\n    \"hue:[-5]\",\n    \"saturation:[6]\",\n    \"brightness:[-7]\",\n    \"exposure:[-1]\",\n    \"blur:[0.75]\",\n    \"noise:[0.06,310000]\"\n]",
    "updated": {
        "_seconds": 1728124910,
        "_nanoseconds": 348000000
    },
    "updatedDate": "Oct 5, 2024",
    "updatedTime": "10:41AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "xxWhevgSpqN0xax4RjLj/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "building-waste-PP-",
            "x": 499.42460700000004,
            "y": 236.3771035,
            "width": 177.432484,
            "height": 122.47427299999998,
            "points": [
                [
                    415.096696,
                    191.916241
                ],
                [
                    424.021061,
                    196.715036
                ],
                [
                    470.794793,
                    237.155903
                ],
                [
                    482.377477,
                    243.936768
                ],
                [
                    496.491877,
                    256.315907
                ],
                [
                    505.585044,
                    256.293095
                ],
                [
                    511.397486,
                    259.080826
                ],
                [
                    531.756832,
                    274.879392
                ],
                [
                    536.451064,
                    283.636144
                ],
                [
                    537.78017,
                    297.61424
                ],
                [
                    550.196263,
                    293.575484
                ],
                [
                    564.31077,
                    279.980498
                ],
                [
                    588.035348,
                    264.583593
                ],
                [
                    588.140849,
                    261.570089
                ],
                [
                    573.836653,
                    228.641132
                ],
                [
                    562.338371,
                    219.449465
                ],
                [
                    509.425087,
                    198.549792
                ],
                [
                    487.536129,
                    187.48585
                ],
                [
                    453.399882,
                    175.639056
                ],
                [
                    436.141855,
                    175.139967
                ],
                [
                    413.166284,
                    182.128055
                ],
                [
                    410.708365,
                    187.40739
                ],
                [
                    415.096696,
                    191.916241
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "building-waste-PP-",
            "x": 559.9064795,
            "y": 310.654069,
            "width": 44.25283300000001,
            "height": 47.404222000000004,
            "points": [
                [
                    568.403697,
                    292.927162
                ],
                [
                    559.975135,
                    286.951958
                ],
                [
                    538.086071,
                    301.862141
                ],
                [
                    537.780063,
                    323.588365
                ],
                [
                    541.999592,
                    332.918823
                ],
                [
                    545.586217,
                    334.35618
                ],
                [
                    550.744657,
                    329.853514
                ],
                [
                    557.590907,
                    329.083028
                ],
                [
                    568.572392,
                    314.07968
                ],
                [
                    580.809186,
                    302.176819
                ],
                [
                    582.032896,
                    293.194295
                ],
                [
                    574.490442,
                    287.879781
                ],
                [
                    574.796344,
                    292.127681
                ],
                [
                    568.403697,
                    292.927162
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "building-waste-PP-",
            "x": 460.836568,
            "y": 282.812143,
            "width": 141.27049999999997,
            "height": 213.968824,
            "points": [
                [
                    523.866169,
                    292.496507
                ],
                [
                    502.81062,
                    270.612943
                ],
                [
                    492.019145,
                    254.21786
                ],
                [
                    484.993595,
                    247.124238
                ],
                [
                    424.432463,
                    197.949433
                ],
                [
                    390.201318,
                    175.827731
                ],
                [
                    405.402224,
                    196.128964
                ],
                [
                    411.626068,
                    200.151092
                ],
                [
                    411.889769,
                    205.604394
                ],
                [
                    415.518595,
                    205.836349
                ],
                [
                    431.795512,
                    221.373965
                ],
                [
                    436.27874,
                    236.157724
                ],
                [
                    428.714973,
                    283.394163
                ],
                [
                    404.43129,
                    301.775577
                ],
                [
                    402.384773,
                    308.289309
                ],
                [
                    408.091713,
                    314.090545
                ],
                [
                    413.03915,
                    315.614886
                ],
                [
                    432.83939,
                    334.397961
                ],
                [
                    451.52142,
                    359.150057
                ],
                [
                    453.145931,
                    364.690342
                ],
                [
                    460.994287,
                    374.252755
                ],
                [
                    464.781312,
                    382.951517
                ],
                [
                    471.891262,
                    387.634334
                ],
                [
                    486.817972,
                    389.796555
                ],
                [
                    492.345613,
                    387.733684
                ],
                [
                    517.990106,
                    369.439253
                ],
                [
                    526.745775,
                    353.085529
                ],
                [
                    531.471818,
                    321.977041
                ],
                [
                    531.007717,
                    309.262335
                ],
                [
                    523.866169,
                    292.496507
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "building-waste-PP-",
            "x": 513.370099,
            "y": 271.5521715,
            "width": 43.39811000000003,
            "height": 40.753623000000005,
            "points": [
                [
                    533.887642,
                    291.928983
                ],
                [
                    535.069154,
                    284.15186
                ],
                [
                    531.777933,
                    274.276692
                ],
                [
                    514.034705,
                    261.665597
                ],
                [
                    491.671044,
                    251.17536
                ],
                [
                    500.215601,
                    266.822771
                ],
                [
                    523.001163,
                    291.233116
                ],
                [
                    533.887642,
                    291.928983
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "building-waste-PP-",
            "x": 362.3256535,
            "y": 220.63790799999998,
            "width": 144.88914899999997,
            "height": 171.79020999999997,
            "points": [
                [
                    302.244473,
                    168.997401
                ],
                [
                    291.621694,
                    173.754836
                ],
                [
                    289.881079,
                    184.516468
                ],
                [
                    294.902205,
                    222.892544
                ],
                [
                    317.424065,
                    241.849586
                ],
                [
                    369.324534,
                    291.678899
                ],
                [
                    388.839973,
                    305.611372
                ],
                [
                    393.80851,
                    306.533013
                ],
                [
                    406.783707,
                    299.509747
                ],
                [
                    427.871066,
                    281.528071
                ],
                [
                    434.770228,
                    240.289647
                ],
                [
                    432.639416,
                    223.240057
                ],
                [
                    427.881885,
                    216.291408
                ],
                [
                    406.30943,
                    196.186953
                ],
                [
                    408.788451,
                    190.304916
                ],
                [
                    407.533142,
                    187.204429
                ],
                [
                    386.656892,
                    173.184972
                ],
                [
                    377.099626,
                    160.493076
                ],
                [
                    368.175261,
                    155.69428
                ],
                [
                    350.147234,
                    138.232584
                ],
                [
                    343.902288,
                    134.813158
                ],
                [
                    323.901541,
                    134.742803
                ],
                [
                    312.487554,
                    149.114456
                ],
                [
                    310.356636,
                    158.038991
                ],
                [
                    303.320483,
                    164.233783
                ],
                [
                    302.244473,
                    168.997401
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "building-waste-PP-",
            "x": 343.685182,
            "y": 360.825013,
            "width": 214.786264,
            "height": 259.382874,
            "points": [
                [
                    329.312649,
                    252.878352
                ],
                [
                    300.978347,
                    231.133576
                ],
                [
                    286.62124,
                    238.67256
                ],
                [
                    255.174909,
                    240.890848
                ],
                [
                    250.818174,
                    248.465008
                ],
                [
                    245.680836,
                    252.364975
                ],
                [
                    237.452568,
                    279.625301
                ],
                [
                    236.29205,
                    312.773848
                ],
                [
                    243.085497,
                    326.497178
                ],
                [
                    277.749039,
                    375.224701
                ],
                [
                    280.628859,
                    383.865475
                ],
                [
                    285.470792,
                    388.40332
                ],
                [
                    301.431204,
                    412.981447
                ],
                [
                    308.910357,
                    420.104063
                ],
                [
                    312.676282,
                    429.405526
                ],
                [
                    315.397796,
                    455.553618
                ],
                [
                    319.859924,
                    470.940078
                ],
                [
                    320.176322,
                    487.873691
                ],
                [
                    323.720748,
                    490.51645
                ],
                [
                    451.078314,
                    371.806774
                ],
                [
                    450.012909,
                    363.281979
                ],
                [
                    446.616186,
                    356.420315
                ],
                [
                    434.938604,
                    339.364541
                ],
                [
                    423.11332,
                    326.527673
                ],
                [
                    408.95672,
                    315.353936
                ],
                [
                    401.287663,
                    313.655628
                ],
                [
                    386.118353,
                    305.437406
                ],
                [
                    370.168439,
                    293.54499
                ],
                [
                    349.176191,
                    269.853324
                ],
                [
                    340.705431,
                    265.083524
                ],
                [
                    329.312649,
                    252.878352
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "building-waste-PP-",
            "x": 424.125655,
            "y": 412.6071905,
            "width": 69.58082200000001,
            "height": 78.34492499999999,
            "points": [
                [
                    439.780111,
                    447.798887
                ],
                [
                    444.506047,
                    442.664523
                ],
                [
                    446.552564,
                    436.150792
                ],
                [
                    455.698534,
                    421.634166
                ],
                [
                    458.916066,
                    394.657601
                ],
                [
                    455.856948,
                    378.152722
                ],
                [
                    452.808325,
                    374.333556
                ],
                [
                    448.662594,
                    375.880708
                ],
                [
                    438.746623,
                    373.434728
                ],
                [
                    430.929865,
                    375.955326
                ],
                [
                    423.355707,
                    384.531926
                ],
                [
                    415.138042,
                    398.50384
                ],
                [
                    389.978751,
                    428.910278
                ],
                [
                    389.335244,
                    434.305591
                ],
                [
                    399.430515,
                    444.615678
                ],
                [
                    404.356851,
                    446.74272
                ],
                [
                    426.456812,
                    451.779653
                ],
                [
                    434.210269,
                    451.067158
                ],
                [
                    439.780111,
                    447.798887
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "building-waste-PP-",
            "x": 334.7653735,
            "y": 506.181449,
            "width": 44.15782899999999,
            "height": 51.69348200000002,
            "points": [
                [
                    324.954848,
                    520.193763
                ],
                [
                    335.915127,
                    531.76724
                ],
                [
                    339.997557,
                    532.02819
                ],
                [
                    343.837386,
                    526.233138
                ],
                [
                    344.11169,
                    518.398027
                ],
                [
                    347.371315,
                    516.190185
                ],
                [
                    345.725704,
                    511.2526
                ],
                [
                    347.339717,
                    504.107174
                ],
                [
                    355.399076,
                    507.642578
                ],
                [
                    356.844288,
                    505.318758
                ],
                [
                    350.272341,
                    498.254132
                ],
                [
                    351.759752,
                    494.72491
                ],
                [
                    334.53343,
                    480.334708
                ],
                [
                    332.486913,
                    486.848439
                ],
                [
                    328.362282,
                    487.79289
                ],
                [
                    330.577495,
                    502.431677
                ],
                [
                    322.328234,
                    504.32058
                ],
                [
                    319.701512,
                    514.421523
                ],
                [
                    312.834161,
                    515.794707
                ],
                [
                    312.686459,
                    520.013613
                ],
                [
                    322.56023,
                    523.664996
                ],
                [
                    324.954848,
                    520.193763
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "building-waste-PP-",
            "x": 279.183487,
            "y": 418.27432,
            "width": 84.83389200000002,
            "height": 154.84423200000003,
            "points": [
                [
                    319.184713,
                    490.226504
                ],
                [
                    321.600433,
                    486.152571
                ],
                [
                    321.526635,
                    475.274962
                ],
                [
                    319.796623,
                    472.74818
                ],
                [
                    319.986526,
                    467.323873
                ],
                [
                    314.880891,
                    457.332726
                ],
                [
                    314.321892,
                    434.34311
                ],
                [
                    309.775364,
                    421.367453
                ],
                [
                    278.097142,
                    378.267199
                ],
                [
                    269.552583,
                    362.61979
                ],
                [
                    250.311446,
                    340.852204
                ],
                [
                    246.619319,
                    342.428351
                ],
                [
                    243.211992,
                    348.855098
                ],
                [
                    237.146347,
                    353.299778
                ],
                [
                    236.766541,
                    364.148392
                ],
                [
                    249.446334,
                    365.562939
                ],
                [
                    255.543577,
                    373.201272
                ],
                [
                    253.581461,
                    377.304199
                ],
                [
                    254.857871,
                    379.801986
                ],
                [
                    249.899831,
                    391.566058
                ],
                [
                    245.733,
                    393.71591
                ],
                [
                    240.81716,
                    404.274581
                ],
                [
                    250.226832,
                    395.211258
                ],
                [
                    255.448465,
                    414.874612
                ],
                [
                    262.062612,
                    420.733837
                ],
                [
                    265.73364,
                    419.760391
                ],
                [
                    275.607411,
                    423.411774
                ],
                [
                    278.202429,
                    427.201947
                ],
                [
                    273.908996,
                    432.968003
                ],
                [
                    269.784365,
                    433.912456
                ],
                [
                    284.848174,
                    445.144182
                ],
                [
                    279.331029,
                    459.892764
                ],
                [
                    291.810316,
                    480.020031
                ],
                [
                    293.266023,
                    490.381923
                ],
                [
                    300.808478,
                    495.696436
                ],
                [
                    307.306626,
                    491.883452
                ],
                [
                    311.737159,
                    495.1869
                ],
                [
                    319.184713,
                    490.226504
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "building-waste-PP-",
            "x": 515.8960334999999,
            "y": 379.752431,
            "width": 48.00804899999997,
            "height": 54.99075000000005,
            "points": [
                [
                    539.900058,
                    405.87462
                ],
                [
                    531.4188,
                    388.419107
                ],
                [
                    536.123742,
                    357.913319
                ],
                [
                    532.684818,
                    352.257056
                ],
                [
                    528.802788,
                    359.25751
                ],
                [
                    513.24307,
                    375.176317
                ],
                [
                    491.892009,
                    387.70469
                ],
                [
                    492.546013,
                    394.995089
                ],
                [
                    510.415841,
                    403.98998
                ],
                [
                    533.032707,
                    407.247806
                ],
                [
                    539.900058,
                    405.87462
                ]
            ]
        }
    ],
    "height": 640,
    "key": "KakaoTalk_20240803_222029430_06.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