You can find the bachelor´s thesis in in the file ManuscriptClassificationUsingConvolutionalDeepLearningNetworks.pdf
The models and the datasets cannot be uploaded in the KOS, because of the limitation on the size of uploaded files. You can find the used models on DVD, where are also available the datasets in the subfolder “data”. The attached program DeepScript and the datasets are divided in 3 parts of an archive on the DVDs 1-3. 
Have a fun.
Zuzana Kožnarová