Write helper functions

Question

Write helper functions

KDercksen opened this issue 6 years ago · comments

Koen Dercksen commented 6 years ago

Helper functions to create submission file, load data, etc.

Koen Dercksen · Answer 1 · Fri Feb 23 2018 22:11:36 GMT+0800 (China Standard Time)

Ideas for helper functions: generate train/validation set, create submission from classifications, etc.

Koen Dercksen · Answer 2 · Wed Feb 28 2018 05:45:09 GMT+0800 (China Standard Time)

We should implement a generator that we can use with Keras' model.fit_generator. This will save RAM (the current dataset is already giving me issues).

See https://medium.com/@fromtheast/implement-fit-generator-in-keras-61aa2786ce98 for inspiration.

Koen Dercksen · Answer 3 · Thu Mar 08 2018 05:24:18 GMT+0800 (China Standard Time)

9152eaa

accidentally references #3 instead of this issue.. woops

Koen Dercksen · Answer 4 · Thu Mar 08 2018 19:25:28 GMT+0800 (China Standard Time)

@stephandooper will write function to only load top-n classes of training images.

Koen Dercksen · Answer 5 · Wed Mar 21 2018 18:01:42 GMT+0800 (China Standard Time)

@deniseklep will now create function to use smaller training set for testing

deniseklep · Answer 6 · Fri Mar 23 2018 02:08:04 GMT+0800 (China Standard Time)

@SvenDH did that already!