Benchmarking-Image-Loading-Libraries

Results

Stb_Image

running stb_image save... done! (1473.56 ms)
running stb_image resize... done! (1803.79 ms)

name	time	std	iterations
stb_image save	12710928.5 ns	± 3.91 %	102
stb_image resize	310301.0 ns	± 17.91 %	4337

Swim

running Swim Image Save... done! (2285.14 ms)
running Swim Image Resize... done! (1550.65 ms)
running Swim Image Transpose... done! (2240.89 ms)
running Swim Image Crop... done! (1602.30 ms)

name	time	std	iterations
Swim Image Save	81979269.0 ns	± 4.25 %	113
Swim Image Resize	12023.0 ns	± 4.70 %	25
Swim Image Transpose	7561754.0 ns	± 3.41 %	70
Swim Image Crop	13618.0 ns	± 25.52 %	18270

Pillow

running pillow save... done! (2050.24 ms)
running pillow resize... done! (1607.05 ms)
running pillow crop... done! (1644.95 ms)
running pillow transpose... done! (1576.69 ms)

name	time	std	iterations
Pillow Image Save	7212903.0 ns	± 8.40 %	191
Pillow Image Resize	1720670.5 ns	± 10.67 %	792
Pillow Image Transpose	193612.0 ns	± 22.41 %	6197
Pillow Image Crop	36903.0 ns	± 43.87 %	33784

Skimage

running skimage save... done! (3114.94 ms)
running skimage resize... done! (3180.92 ms)
running skimage transpose... done! (1626.31 ms)
running skimage crop... done! (2389.60 ms)

name	time	std	iterations
Skimage Image Save	12346797.0 ns	± 8.40 %	191
Skimage Image Resize	53889794.0 ns	± 10.67 %	792
Skimage Image Transpose	20048989.5 ns	± 22.41 %	6197
Skimage Image Crop	70566.0 ns	± 43.87 %	33784