priyamtejaswin/devise-keras

Interpretable Image Search by Priyam Tejaswin and Akshay Chawla

devise-keras's Issues

for images

Master Branch, followed SETUP steps, get Model Dimension Mis-match error

SETUP

edit local.cfg to set LOCAL/PROD in ENV

bash SETUP.sh

python scrape_and_save_images.py

python extract_word_embeddings.py

python shuffle_val_data.py

Ensure DS_Store files are not in the image folders.

python clean_data.py TRAIN

python clean_data.py VALID

python extract_features_and_dump.py TRAIN

// GET A MIS-ALIGNMENT ERROR//
when running "python extract_features_and_dump.py TRAIN
..........

File "/usr/lib/python2.7/site-packages/tensorflow/python/framework/common_shapes.py", line 610, in call_cpp_shape_fn
debug_python_shape_fn, require_shape_fn)
File "/usr/lib/python2.7/site-packages/tensorflow/python/framework/common_shapes.py", line 676, in _call_cpp_shape_fn_impl
raise ValueError(err.message)
ValueError: Dimension 0 in both shapes must be equal, but are 3 and 64 for 'Assign' (op: 'Assign') with input shapes: [3,3,224,64], [64,3,3,3].

prior to this error, I got another error:

ValueError: Negative dimension size caused by subtracting 2 from 1 for 'block2_pool/MaxPool' (op: 'MaxPool') with input shapes: [?,1,112,128].

to attempt to address this error, I added parameter dim_ordering="th" in the MaxPooling2D calls.

Please advise what would be good steps to address these errors.

Is there an update for model building in python_extract_features_and_dump.py ?

Lime branch, Demo server not responding LIVE WEB DEMO AT: http://35.227.39.159:5050/ does not respond

LIVE WEB DEMO AT: http://35.227.39.159:5050/ times out