id
int64
99.1M
176M
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imagewidth (px)
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160,300,034
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122,700,050
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164,000,077
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118,900,001
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143,600,040
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125,200,018
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129,500,018
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162,300,082
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128,700,045
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171,100,080
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130,500,076
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123,600,021
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175,300,077
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117,900,037
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150,800,063
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155,000,024
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161,500,021
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144,500,009
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104,900,034
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131,000,046
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171,500,019
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170,900,075
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169,300,001
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162,600,030
[ { "bb": [ 0.07, 0.601562, 0.037858, 0.796875 ], "label": "Blue_Stain" } ]
150,400,061
[ { "bb": [ 0.226428, 0.746582, 0.163571, 0.176758 ], "label": "knot_with_crack" }, { "bb": [ 0.390357, 0.081055, 0.030714, 0.083985 ], "label": "Dead_Knot" } ]
144,100,052
[ { "bb": [ 0.521786, 0.694335, 0.023571, 0.064453 ], "label": "Dead_Knot" }, { "bb": [ 0.521428, 0.123047, 0.017857, 0.048828 ], "label": "Dead_Knot" } ]
111,500,061
[ { "bb": [ 0.623929, 0.431152, 0.143571, 0.131836 ], "label": "Live_Knot" }, { "bb": [ 0.336964, 0.149414, 0.101786, 0.136718 ], "label": "Live_Knot" }, { "bb": [ 0.526428, 0.065918, 0.092857, 0.124024 ], "label": "Live_Knot" } ]
116,900,066
[ { "bb": [ 0.306608, 0.780273, 0.020357, 0.107422 ], "label": "resin" }, { "bb": [ 0.349107, 0.691894, 0.026786, 0.223633 ], "label": "resin" }, { "bb": [ 0.31875, 0.230469, 0.026072, 0.222656 ], "label": "resin" }, { "bb": [ 0.748214, 0.048829, 0.019286, 0.091797 ], "label": "resin" }, { "bb": [ 0.697858, 0.825684, 0.162857, 0.157227 ], "label": "knot_with_crack" }, { "bb": [ 0.327857, 0.977539, 0.048572, 0.044922 ], "label": "Dead_Knot" }, { "bb": [ 0.2675, 0.878906, 0.016428, 0.044922 ], "label": "Dead_Knot" } ]

Kodytek P, Bodzas A and Bilik P. A large-scale image dataset of wood surface defects for automated vision-based quality control processes [version 2; peer review: 2 approved]. F1000Research 2022, 10:581 (https://doi.org/10.12688/f1000research.52903.2)

Bounding boxes only, semantic maps

All images are 2800 x 1024 pixels (width x height)

Images compressed using

PIL.Image.Image.save(
    format="JPEG",
    optimize=True, 
    quality=50,
)

Bounding boxes converted to YOLO format.

TODO: loader script, preview, semantic maps

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