Dataset Versions

v5

2024-05-08 9:14pm

Generated on May 8, 2024

Dataset Split

Train Set 92%
600Images
Valid Set 5%
34Images
Test Set 3%
17Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°

Similar Projects

See More
tools segmentation
Annotate
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
tools

Classes

Layers

 
open-spanner
1
 
ring-spanner
1
 
screwdriver
1

Unused Classes

plier

Tags

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

Attributes

IMG20240305104202.jpg

640x640
0.41MP

Updated Dec 27, 56321

8:35PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 85%
Centered on 98%, 95%
Resize Stretch to 640x640
Rotation

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "Ywki9a3G35Gj2YvRXxIF"
    ],
    "destination": "9b45be7d7464ea50bb8533ec24bba4fe",
    "height": 640,
    "id": "6EgP1dAVlb9H3ivGQCBF",
    "label": [],
    "labels": [],
    "name": "IMG20240305104202.jpg",
    "numSteps": 4,
    "owner": "0cWfU6Uoy5Rljti0aCqkQ34rNgt1",
    "preprocessing": [
        "auto-orient",
        "crop:[85,0.980027,0.948502]",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[6]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 85%<br />Centered on 98%, 95%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "6°"
        }
    ],
    "source": "6EgP1dAVlb9H3ivGQCBF",
    "split": "train",
    "split.Ywki9a3G35Gj2YvRXxIF.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[85,0.980027,0.948502]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[6]\"\n]",
    "updated": 1715183066100,
    "updatedDate": "Dec 27, 56321",
    "updatedTime": "8:35PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "Ywki9a3G35Gj2YvRXxIF/5"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "screwdriver",
            "x": 120.461948,
            "y": 328.7261185,
            "width": 33.472312,
            "height": 279.58581300000003,
            "points": [
                [
                    130.961829,
                    390.996252
                ],
                [
                    129.424347,
                    389.33998
                ],
                [
                    127.156611,
                    367.763912
                ],
                [
                    129.286685,
                    362.086428
                ],
                [
                    128.908729,
                    358.490416
                ],
                [
                    127.371247,
                    356.834144
                ],
                [
                    126.993291,
                    353.238133
                ],
                [
                    125.455809,
                    351.58186
                ],
                [
                    125.266831,
                    349.783855
                ],
                [
                    123.729349,
                    348.127582
                ],
                [
                    123.540371,
                    346.329577
                ],
                [
                    117.57942,
                    341.502494
                ],
                [
                    117.390441,
                    339.704488
                ],
                [
                    118.549968,
                    337.764748
                ],
                [
                    117.416099,
                    326.976715
                ],
                [
                    118.575626,
                    325.036975
                ],
                [
                    115.362999,
                    294.470879
                ],
                [
                    116.522526,
                    292.531139
                ],
                [
                    114.632746,
                    274.551083
                ],
                [
                    115.792272,
                    272.611344
                ],
                [
                    113.524536,
                    251.035275
                ],
                [
                    114.684062,
                    249.095536
                ],
                [
                    111.849392,
                    222.125451
                ],
                [
                    113.008918,
                    220.185712
                ],
                [
                    111.497094,
                    205.801666
                ],
                [
                    112.65662,
                    203.861927
                ],
                [
                    111.71173,
                    194.871899
                ],
                [
                    110.174248,
                    193.215626
                ],
                [
                    109.98527,
                    191.417621
                ],
                [
                    107.679047,
                    188.933212
                ],
                [
                    106.330543,
                    189.074946
                ],
                [
                    104.591253,
                    191.984555
                ],
                [
                    106.858989,
                    213.560623
                ],
                [
                    105.699463,
                    215.500362
                ],
                [
                    108.345155,
                    240.672442
                ],
                [
                    107.185629,
                    242.612181
                ],
                [
                    109.264387,
                    262.390244
                ],
                [
                    108.104861,
                    264.329983
                ],
                [
                    110.939531,
                    291.300068
                ],
                [
                    109.780005,
                    293.239807
                ],
                [
                    111.480807,
                    309.421859
                ],
                [
                    110.32128,
                    311.361597
                ],
                [
                    113.533906,
                    341.927695
                ],
                [
                    111.794617,
                    344.837303
                ],
                [
                    109.097609,
                    345.12077
                ],
                [
                    107.938082,
                    347.06051
                ],
                [
                    106.589578,
                    347.202243
                ],
                [
                    106.009815,
                    348.172113
                ],
                [
                    106.198793,
                    349.970118
                ],
                [
                    105.039267,
                    351.909858
                ],
                [
                    105.984157,
                    360.899886
                ],
                [
                    107.521639,
                    362.556158
                ],
                [
                    108.277551,
                    369.748181
                ],
                [
                    107.118025,
                    371.68792
                ],
                [
                    107.684959,
                    377.081937
                ],
                [
                    106.525433,
                    379.021676
                ],
                [
                    106.903389,
                    382.617688
                ],
                [
                    105.743863,
                    384.557427
                ],
                [
                    106.121819,
                    388.153438
                ],
                [
                    104.962292,
                    390.093177
                ],
                [
                    105.718204,
                    397.2852
                ],
                [
                    104.558678,
                    399.224939
                ],
                [
                    105.125612,
                    404.618956
                ],
                [
                    103.966086,
                    406.558696
                ],
                [
                    104.910976,
                    415.548724
                ],
                [
                    103.75145,
                    417.488463
                ],
                [
                    104.885318,
                    428.276497
                ],
                [
                    103.725792,
                    430.216237
                ],
                [
                    107.316374,
                    464.378344
                ],
                [
                    111.160079,
                    468.519025
                ],
                [
                    130.039139,
                    466.534756
                ],
                [
                    130.618902,
                    465.564886
                ],
                [
                    132.937954,
                    461.685408
                ],
                [
                    132.748977,
                    459.887403
                ],
                [
                    133.32874,
                    458.917533
                ],
                [
                    134.677245,
                    458.775799
                ],
                [
                    136.416534,
                    455.86619
                ],
                [
                    136.038578,
                    452.270179
                ],
                [
                    137.198104,
                    450.33044
                ],
                [
                    130.961829,
                    390.996252
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "open-spanner",
            "x": 226.14471500000002,
            "y": 412.14946599999996,
            "width": 113.36495800000003,
            "height": 182.370252,
            "points": [
                [
                    281.667667,
                    346.070541
                ],
                [
                    282.827194,
                    344.130801
                ],
                [
                    282.058452,
                    343.302666
                ],
                [
                    278.01294,
                    343.727867
                ],
                [
                    274.534361,
                    349.547083
                ],
                [
                    273.185857,
                    349.688817
                ],
                [
                    272.026331,
                    351.628556
                ],
                [
                    266.632313,
                    352.195491
                ],
                [
                    261.251125,
                    346.398538
                ],
                [
                    260.873169,
                    342.802526
                ],
                [
                    259.335687,
                    341.146255
                ],
                [
                    258.957731,
                    337.550243
                ],
                [
                    263.016073,
                    330.761156
                ],
                [
                    268.786023,
                    323.512682
                ],
                [
                    268.063785,
                    320.96434
                ],
                [
                    257.29853,
                    322.297674
                ],
                [
                    250.051163,
                    329.720987
                ],
                [
                    249.493791,
                    343.931645
                ],
                [
                    245.904805,
                    358.438904
                ],
                [
                    195.293203,
                    451.164104
                ],
                [
                    187.467583,
                    458.850064
                ],
                [
                    176.483734,
                    462.426902
                ],
                [
                    169.847793,
                    474.235943
                ],
                [
                    169.462236,
                    482.813799
                ],
                [
                    181.745974,
                    471.429414
                ],
                [
                    189.263829,
                    478.108316
                ],
                [
                    190.822552,
                    490.056461
                ],
                [
                    181.211483,
                    502.371132
                ],
                [
                    186.69153,
                    503.334592
                ],
                [
                    196.718635,
                    497.860347
                ],
                [
                    200.3496,
                    490.615262
                ],
                [
                    200.43422,
                    480.957888
                ],
                [
                    203.013015,
                    465.143136
                ],
                [
                    258.176393,
                    370.322223
                ],
                [
                    269.492642,
                    366.437803
                ],
                [
                    270.072405,
                    365.467933
                ],
                [
                    270.652168,
                    364.498063
                ],
                [
                    273.349177,
                    364.214596
                ],
                [
                    274.508703,
                    362.274857
                ],
                [
                    275.857207,
                    362.133124
                ],
                [
                    279.915549,
                    355.344036
                ],
                [
                    279.726571,
                    353.54603
                ],
                [
                    282.045623,
                    349.666552
                ],
                [
                    281.667667,
                    346.070541
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "ring-spanner",
            "x": 349.921082,
            "y": 265.1725005,
            "width": 160.29931799999997,
            "height": 156.827265,
            "points": [
                [
                    298.669776,
                    319.742328
                ],
                [
                    302.148355,
                    313.92311
                ],
                [
                    303.496859,
                    313.781377
                ],
                [
                    304.656385,
                    311.841638
                ],
                [
                    306.00489,
                    311.699905
                ],
                [
                    307.164416,
                    309.760165
                ],
                [
                    308.51292,
                    309.618431
                ],
                [
                    309.672446,
                    307.678693
                ],
                [
                    311.02095,
                    307.536959
                ],
                [
                    313.340003,
                    303.65748
                ],
                [
                    314.688507,
                    303.515747
                ],
                [
                    315.848034,
                    301.576008
                ],
                [
                    317.196538,
                    301.434275
                ],
                [
                    318.356065,
                    299.494535
                ],
                [
                    319.704569,
                    299.352801
                ],
                [
                    320.864095,
                    297.413063
                ],
                [
                    322.212599,
                    297.271329
                ],
                [
                    323.372125,
                    295.33159
                ],
                [
                    324.72063,
                    295.189856
                ],
                [
                    325.880156,
                    293.250117
                ],
                [
                    327.22866,
                    293.108383
                ],
                [
                    328.388186,
                    291.168645
                ],
                [
                    329.73669,
                    291.026911
                ],
                [
                    330.896217,
                    289.087171
                ],
                [
                    332.244721,
                    288.945438
                ],
                [
                    333.404247,
                    287.005699
                ],
                [
                    334.752751,
                    286.863966
                ],
                [
                    335.912277,
                    284.924226
                ],
                [
                    337.260782,
                    284.782493
                ],
                [
                    339.579835,
                    280.903015
                ],
                [
                    340.928339,
                    280.761281
                ],
                [
                    342.087865,
                    278.821542
                ],
                [
                    343.43637,
                    278.679808
                ],
                [
                    344.595896,
                    276.740069
                ],
                [
                    345.9444,
                    276.598336
                ],
                [
                    347.103926,
                    274.658596
                ],
                [
                    348.45243,
                    274.516863
                ],
                [
                    350.771483,
                    270.637385
                ],
                [
                    352.119987,
                    270.495651
                ],
                [
                    353.279513,
                    268.555912
                ],
                [
                    354.628017,
                    268.414178
                ],
                [
                    355.787544,
                    266.474439
                ],
                [
                    357.136048,
                    266.332706
                ],
                [
                    358.295574,
                    264.392966
                ],
                [
                    359.644078,
                    264.251233
                ],
                [
                    360.803604,
                    262.311493
                ],
                [
                    362.15211,
                    262.16976
                ],
                [
                    363.311636,
                    260.230021
                ],
                [
                    364.66014,
                    260.088288
                ],
                [
                    365.819666,
                    258.148548
                ],
                [
                    367.168171,
                    258.006814
                ],
                [
                    369.487223,
                    254.127336
                ],
                [
                    372.184231,
                    253.843869
                ],
                [
                    378.17084,
                    245.943179
                ],
                [
                    379.519345,
                    245.801446
                ],
                [
                    380.678871,
                    243.861706
                ],
                [
                    382.027375,
                    243.719973
                ],
                [
                    383.186901,
                    241.780233
                ],
                [
                    384.535406,
                    241.6385
                ],
                [
                    385.694933,
                    239.698761
                ],
                [
                    387.043437,
                    239.557028
                ],
                [
                    388.202963,
                    237.617288
                ],
                [
                    389.551467,
                    237.475555
                ],
                [
                    390.710993,
                    235.535816
                ],
                [
                    392.059498,
                    235.394082
                ],
                [
                    393.219024,
                    233.454343
                ],
                [
                    394.567528,
                    233.312609
                ],
                [
                    395.727054,
                    231.37287
                ],
                [
                    397.075558,
                    231.231136
                ],
                [
                    399.394611,
                    227.351658
                ],
                [
                    400.743115,
                    227.209925
                ],
                [
                    401.902641,
                    225.270185
                ],
                [
                    403.251145,
                    225.128451
                ],
                [
                    406.918702,
                    221.10724
                ],
                [
                    409.615711,
                    220.823773
                ],
                [
                    410.775238,
                    218.884034
                ],
                [
                    413.472246,
                    218.600567
                ],
                [
                    414.631772,
                    216.660828
                ],
                [
                    417.328781,
                    216.37736
                ],
                [
                    418.488307,
                    214.437621
                ],
                [
                    421.185315,
                    214.154154
                ],
                [
                    422.344841,
                    212.214415
                ],
                [
                    425.04185,
                    211.930948
                ],
                [
                    429.100192,
                    205.141861
                ],
                [
                    428.911215,
                    203.343856
                ],
                [
                    430.070741,
                    201.404116
                ],
                [
                    429.503806,
                    196.010099
                ],
                [
                    427.966324,
                    194.353827
                ],
                [
                    427.777346,
                    192.555821
                ],
                [
                    422.396158,
                    186.758868
                ],
                [
                    415.653637,
                    187.467536
                ],
                [
                    401.739321,
                    210.744407
                ],
                [
                    400.390817,
                    210.88614
                ],
                [
                    398.071765,
                    214.765618
                ],
                [
                    396.723261,
                    214.907352
                ],
                [
                    395.563734,
                    216.847091
                ],
                [
                    394.21523,
                    216.988824
                ],
                [
                    393.055704,
                    218.928564
                ],
                [
                    391.7072,
                    219.070297
                ],
                [
                    390.547674,
                    221.010037
                ],
                [
                    389.199169,
                    221.15177
                ],
                [
                    388.039643,
                    223.091509
                ],
                [
                    386.691139,
                    223.233242
                ],
                [
                    385.531613,
                    225.172982
                ],
                [
                    384.183108,
                    225.314715
                ],
                [
                    381.864055,
                    229.194194
                ],
                [
                    380.515551,
                    229.335927
                ],
                [
                    379.356025,
                    231.275667
                ],
                [
                    378.007521,
                    231.4174
                ],
                [
                    376.847994,
                    233.357139
                ],
                [
                    375.49949,
                    233.498872
                ],
                [
                    374.339964,
                    235.438612
                ],
                [
                    372.99146,
                    235.580345
                ],
                [
                    371.831934,
                    237.520085
                ],
                [
                    370.483429,
                    237.661819
                ],
                [
                    369.323903,
                    239.601557
                ],
                [
                    367.975399,
                    239.743291
                ],
                [
                    365.656347,
                    243.622769
                ],
                [
                    364.307842,
                    243.764502
                ],
                [
                    363.148316,
                    245.704242
                ],
                [
                    361.799812,
                    245.845975
                ],
                [
                    360.640285,
                    247.785715
                ],
                [
                    359.29178,
                    247.927449
                ],
                [
                    358.132254,
                    249.867187
                ],
                [
                    356.78375,
                    250.008921
                ],
                [
                    354.464698,
                    253.888399
                ],
                [
                    353.116193,
                    254.030132
                ],
                [
                    351.956667,
                    255.969872
                ],
                [
                    350.608163,
                    256.111605
                ],
                [
                    349.448637,
                    258.051345
                ],
                [
                    348.100133,
                    258.193079
                ],
                [
                    346.940606,
                    260.132817
                ],
                [
                    345.592102,
                    260.274551
                ],
                [
                    343.27305,
                    264.154029
                ],
                [
                    340.576041,
                    264.437496
                ],
                [
                    339.416515,
                    266.377235
                ],
                [
                    338.06801,
                    266.518969
                ],
                [
                    335.748958,
                    270.398447
                ],
                [
                    334.400453,
                    270.540181
                ],
                [
                    333.240927,
                    272.47992
                ],
                [
                    331.892423,
                    272.621654
                ],
                [
                    330.732897,
                    274.561392
                ],
                [
                    329.384393,
                    274.703126
                ],
                [
                    327.06534,
                    278.582605
                ],
                [
                    325.716836,
                    278.724339
                ],
                [
                    322.049279,
                    282.74555
                ],
                [
                    319.352271,
                    283.029017
                ],
                [
                    317.033219,
                    286.908495
                ],
                [
                    315.684713,
                    287.050229
                ],
                [
                    314.525187,
                    288.989969
                ],
                [
                    313.176683,
                    289.131702
                ],
                [
                    312.017157,
                    291.071441
                ],
                [
                    310.668653,
                    291.213174
                ],
                [
                    309.509126,
                    293.152914
                ],
                [
                    308.160622,
                    293.294647
                ],
                [
                    307.001096,
                    295.234386
                ],
                [
                    305.652592,
                    295.376119
                ],
                [
                    303.333539,
                    299.255599
                ],
                [
                    301.985035,
                    299.397332
                ],
                [
                    300.825509,
                    301.337071
                ],
                [
                    299.477005,
                    301.478804
                ],
                [
                    298.317479,
                    303.418544
                ],
                [
                    296.968974,
                    303.560277
                ],
                [
                    294.649922,
                    307.439755
                ],
                [
                    290.604408,
                    307.864956
                ],
                [
                    289.444882,
                    309.804696
                ],
                [
                    286.747874,
                    310.088163
                ],
                [
                    285.588347,
                    312.027901
                ],
                [
                    278.845826,
                    312.736569
                ],
                [
                    277.6863,
                    314.676308
                ],
                [
                    274.989292,
                    314.959775
                ],
                [
                    269.771423,
                    323.688601
                ],
                [
                    270.716314,
                    332.67863
                ],
                [
                    272.253796,
                    334.334902
                ],
                [
                    272.442774,
                    336.132908
                ],
                [
                    273.980256,
                    337.78918
                ],
                [
                    274.169234,
                    339.587186
                ],
                [
                    274.937975,
                    340.415322
                ],
                [
                    276.28648,
                    340.273588
                ],
                [
                    279.361444,
                    343.586133
                ],
                [
                    280.709948,
                    343.4444
                ],
                [
                    281.289711,
                    342.47453
                ],
                [
                    281.869474,
                    341.50466
                ],
                [
                    284.566483,
                    341.221193
                ],
                [
                    285.726009,
                    339.281453
                ],
                [
                    287.074513,
                    339.13972
                ],
                [
                    289.973329,
                    334.290372
                ],
                [
                    289.784351,
                    332.492367
                ],
                [
                    297.321272,
                    319.884061
                ],
                [
                    298.669776,
                    319.742328
                ]
            ]
        }
    ],
    "height": 640,
    "key": "IMG20240305104202.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)
180%
Reset