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Rami Ilo's Projects

biobert icon biobert

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

cifar-10-cnn icon cifar-10-cnn

CCN with some utilities, such as saving and retraining, for image recognition.

image-scraper icon image-scraper

A basic script to download images using beautiful soup library.

soveltuva_projekti_tko_8971_ilo_rami icon soveltuva_projekti_tko_8971_ilo_rami

Course work for the course "TKO 8971 Applied Project, Department of Future Technologies ". An image-classification machine learning project made for CIFAR-100 -dataset, but easily usable on other datasets. Using Keras, Tensorflow and Numpy libraries. Has some utilities, such as previewing in Jupyter Notebook and model saving/loading. Run main.py to execute the program, or open Cifar100_preview_example.ipynb in Jupyter Notebook to preview predictions. If you are either retraining or previewning, make sure to have the files "cifar100_model.h5" and "cifar100_model.json" in the execution folder.

styleganv2-twdne-emilia icon styleganv2-twdne-emilia

A GAN generating images of Emilia from the anime Re:Zero, trained with NVIDIA's StyleGANv2 by transfer-learning Gwern's ThisWaifuDoesNotExist v3.

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