2016-11-29 Resizing a bunch of files using the command-line interface

generating databases

A set of bash code to resize images to a fixed size.

Problem statement: we have a set of images with heterogeneous sizes and we want to homogenize the database to avoid problems when classifying them. Solution: ImageMagick.

We first identify the size and type of images in the database. The database is a collection of folders containing each a collection of files. We thus do a nested recursive loop:

In [1]:
%%bash
cd /tmp/database
export EXT=jpg

for j in *
do
    for i in "${j}"/*.${EXT}
    do
        identify "${i}"
    done
done
serre07_distractors/Bda_art1067.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 53.7KB 0.000u 0:00.009
serre07_distractors/Bda_art1079.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 46.5KB 0.000u 0:00.000
serre07_distractors/Bda_art1111.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 54.1KB 0.000u 0:00.000
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serre07_distractors/Bda_art1156.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 47.3KB 0.000u 0:00.000
serre07_distractors/Bda_art1157.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 53.2KB 0.000u 0:00.000
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serre07_targets/H_TV646.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 47.1KB 0.000u 0:00.000
serre07_targets/H_ani1.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 81KB 0.000u 0:00.000
serre07_targets/H_ani23.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 42.7KB 0.000u 0:00.000
serre07_targets/H_ani4.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 61.9KB 0.000u 0:00.000
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serre07_targets/M_N173035.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 51.3KB 0.000u 0:00.000
serre07_targets/M_N197092.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 28.5KB 0.000u 0:00.000
serre07_targets/M_N253003.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 49KB 0.000u 0:00.000
serre07_targets/M_N253027.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 50.3KB 0.000u 0:00.000
serre07_targets/M_N253087.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 67KB 0.000u 0:00.000
serre07_targets/M_N253091.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 49.5KB 0.000u 0:00.000
serre07_targets/M_N253095.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 62.5KB 0.000u 0:00.000
serre07_targets/M_N268010.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 42.3KB 0.000u 0:00.000
serre07_targets/M_N268024.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 72.7KB 0.000u 0:00.009
serre07_targets/M_N268028.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 59.1KB 0.000u 0:00.000
serre07_targets/M_N268045.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 46.1KB 0.000u 0:00.000
serre07_targets/M_N289015.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 44.1KB 0.000u 0:00.000
serre07_targets/M_N289028.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 28KB 0.000u 0:00.000
serre07_targets/M_N289038.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 39.4KB 0.000u 0:00.009
serre07_targets/M_N289045.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 30.8KB 0.000u 0:00.000
serre07_targets/M_N289050.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 49.4KB 0.000u 0:00.000
serre07_targets/M_N289058.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 47.7KB 0.000u 0:00.000
serre07_targets/M_N289080.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 35.2KB 0.000u 0:00.000
serre07_targets/M_N289096.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 30.8KB 0.000u 0:00.009
serre07_targets/M_N314023.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 41.1KB 0.000u 0:00.000
serre07_targets/M_N314056.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 47.7KB 0.000u 0:00.000
serre07_targets/M_N314057.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 47.3KB 0.000u 0:00.000
serre07_targets/M_N314099.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 39.7KB 0.000u 0:00.000
serre07_targets/M_N326090.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 36.3KB 0.000u 0:00.000
serre07_targets/M_N326099.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 45.2KB 0.000u 0:00.000
serre07_targets/M_N408059.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 45.2KB 0.000u 0:00.000
serre07_targets/M_N415038.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 60.4KB 0.000u 0:00.000
serre07_targets/M_N42005.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 50.3KB 0.000u 0:00.000
serre07_targets/M_N42008.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 48.7KB 0.000u 0:00.000
serre07_targets/M_N42046.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 25.5KB 0.000u 0:00.000
serre07_targets/M_N42048.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 43.4KB 0.000u 0:00.000
serre07_targets/M_N42052.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 29.2KB 0.000u 0:00.000
serre07_targets/M_N42053.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 51.5KB 0.000u 0:00.000
serre07_targets/M_N42070.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 48.9KB 0.000u 0:00.000
serre07_targets/M_N42072.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 66.9KB 0.000u 0:00.000
serre07_targets/M_N42088.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 59.3KB 0.000u 0:00.000
serre07_targets/M_N42095.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 42.8KB 0.000u 0:00.000
serre07_targets/M_N43022.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 53.6KB 0.000u 0:00.000
serre07_targets/M_N43047.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 42.1KB 0.000u 0:00.000
serre07_targets/M_N43094.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 35.1KB 0.000u 0:00.000
serre07_targets/M_N43098.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 43.8KB 0.000u 0:00.000
serre07_targets/M_N485043.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 31.8KB 0.000u 0:00.000
serre07_targets/M_N49014.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 74.8KB 0.000u 0:00.000
serre07_targets/M_N574077.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 42.9KB 0.000u 0:00.000
serre07_targets/M_N70003.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 27.9KB 0.000u 0:00.000
serre07_targets/M_N70025.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 29.9KB 0.000u 0:00.009
serre07_targets/M_N707090.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 34.9KB 0.000u 0:00.000
serre07_targets/M_N77001.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 52.9KB 0.000u 0:00.000
serre07_targets/M_N77006.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 68.1KB 0.000u 0:00.000
serre07_targets/M_N77010.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 51.9KB 0.000u 0:00.000
serre07_targets/M_N77031.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 45.1KB 0.000u 0:00.009
serre07_targets/M_N77054.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 56.9KB 0.000u 0:00.000
serre07_targets/M_N77057.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 34.5KB 0.000u 0:00.000
serre07_targets/M_N77080.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 68.5KB 0.000u 0:00.000
serre07_targets/M_N77082.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 42KB 0.000u 0:00.000
serre07_targets/M_N77092.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 54.5KB 0.000u 0:00.009
serre07_targets/M_N802029.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 54.4KB 0.000u 0:00.000
serre07_targets/M_N815026.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 31KB 0.000u 0:00.000
serre07_targets/M_N815038.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 25.5KB 0.000u 0:00.000
serre07_targets/M_N816048.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 39.9KB 0.000u 0:00.000
serre07_targets/M_N825071.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 43.9KB 0.000u 0:00.000
serre07_targets/M_ani15.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 52.8KB 0.000u 0:00.000
serre07_targets/M_ani27.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 52.8KB 0.000u 0:00.000
serre07_targets/M_ani28.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 42.8KB 0.000u 0:00.000
serre07_targets/M_ani44.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 52.6KB 0.000u 0:00.000
serre07_targets/M_ani47.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 55.2KB 0.000u 0:00.000
serre07_targets/M_ani57.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 37.2KB 0.000u 0:00.000
serre07_targets/M_ani6.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 55.3KB 0.000u 0:00.000
serre07_targets/M_ani61.jpg JPEG 256x256 256x256+0+0 8-bit sRGB 62.4KB 0.000u 0:00.009

Now we convert each of these files to the correct size and place them in a newly created folder.

In [2]:
%%bash
cd /tmp/database
export EXT=jpg

for j in *
do
    mkdir -p "${j}_64"
    cd "${j}"
    for i in *.${EXT}
    do
        convert "${i}" -resize 64x64 "../${j}_64/${i}"
    done
    cd ..
done

Finally, we chack that the sizes are correct.

In [3]:
%%bash
cd /tmp/database
export EXT=jpg

for j in *_64
do
    for i in "${j}"/*.${EXT}
    do
        identify "${i}"
    done
done
serre07_distractors_64/Bda_art1067.jpg JPEG 64x64 64x64+0+0 8-bit sRGB 3.96KB 0.000u 0:00.000
serre07_distractors_64/Bda_art1079.jpg JPEG 64x64 64x64+0+0 8-bit sRGB 3.71KB 0.000u 0:00.000
serre07_distractors_64/Bda_art1111.jpg JPEG 64x64 64x64+0+0 8-bit sRGB 4.47KB 0.000u 0:00.000
serre07_distractors_64/Bda_art1117.jpg JPEG 64x64 64x64+0+0 8-bit sRGB 4.56KB 0.000u 0:00.000
serre07_distractors_64/Bda_art1147.jpg JPEG 64x64 64x64+0+0 8-bit sRGB 4.12KB 0.000u 0:00.000
serre07_distractors_64/Bda_art1152.jpg JPEG 64x64 64x64+0+0 8-bit sRGB 4.41KB 0.000u 0:00.000
serre07_distractors_64/Bda_art1155.jpg JPEG 64x64 64x64+0+0 8-bit sRGB 3.98KB 0.000u 0:00.000
serre07_distractors_64/Bda_art1156.jpg JPEG 64x64 64x64+0+0 8-bit sRGB 3.89KB 0.000u 0:00.000
serre07_distractors_64/Bda_art1157.jpg JPEG 64x64 64x64+0+0 8-bit sRGB 4.18KB 0.000u 0:00.000
serre07_distractors_64/Bda_art1158.jpg JPEG 64x64 64x64+0+0 8-bit sRGB 4.12KB 0.000u 0:00.000
serre07_distractors_64/Bda_art1164.jpg JPEG 64x64 64x64+0+0 8-bit sRGB 3.95KB 0.000u 0:00.000
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