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sledge/runtime/experiments/applications/imageclassification
History
Sean McBride de5ee9af53
chore: Apply shfmt to shell scripts 		4 years ago
..
images chore: Add bmp and png images 4 years ago
.gitignore test: cleanup cifar10 image classification 4 years ago
README.md chore: Update image classifier with @emil916 fix 4 years ago
debug.sh chore: Apply shfmt to shell scripts 4 years ago
erroneous_output.txt chore: Update image classifier with @emil916 fix 4 years ago
run.sh chore: Apply shfmt to shell scripts 4 years ago
spec.json chore: update tests to handle stricter validation 4 years ago

README.md

Image Classification

Classifies a tiny 32x32 image from the CIFAR-10 dataset into one of ten different classes: airplane automobile bird cat deer dog frog horse ship truck

An initial run incorrectly classified all images as class 8. It seems that this was because the image data was not being read correctly. @emil916 created a fix, but the performance on the images pulled from the classifier's associated website still seems poor and is captured in erroneous_output.txt.