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sledge-serverles-framwork/runtime/experiments/applications/imageclassification
History
Sean McBride 7a390562bd
refactor: Remove unused http-resp-headers 		4 years ago
..
images chore: Add bmp and png images 4 years ago
.gitignore ImageClassification framework 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
edf_nopreemption.env ImageClassification framework 4 years ago
edf_preemption.env ImageClassification framework 4 years ago
erroneous_output.txt chore: Update image classifier with @emil916 fix 4 years ago
fifo_nopreemption.env ImageClassification framework 4 years ago
fifo_preemption.env ImageClassification framework 4 years ago
run.sh Percentile Cleanup, Processor Speed Hack, and Experimental Config (#257) 4 years ago
spec.json refactor: Remove unused http-resp-headers 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.