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Andrzej Bandurski's Projects

animegan icon animegan

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

automatic-image-captioning icon automatic-image-captioning

A neural network architecture(CNN+LSTM) that automatically generates captions from the images. The model uses ResNet architecture to train the Encoder while DecoderRNN has to be trained with our choice of trainable parameters. I have trained the model on the Microsoft Common Objects in COntext (MS COCO) dataset and have tested the network on fictitious images!

blog icon blog

pmarcelino.com blog posts

bmi-project icon bmi-project

machine learning model that predicts body mass index from face images

bmvc_2019 icon bmvc_2019

PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"

chatbot icon chatbot

This is a repository for the post : https://mlwhiz.com/blog/2019/04/15/chatbot/

cnns icon cnns

Work related to Medium articles on the subject of convolutional neural networks

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fixup icon fixup

A Re-implementation of Fixed-update Initialization

fritz-models icon fritz-models

Train and deploy machine learning models for mobile apps with Fritz.

gan-rl icon gan-rl

A GAN approach to RL. The generator produces actions, and the discriminator is a critic which gives a value.

image_classifier_pytorch icon image_classifier_pytorch

This is the repo for the Free Code Camp article, "How to build an image classifier with greater than 97% accuracy." Classifier utilizes Python, PyTorch, Numpy, Matplotlib, Seaborn, JSON, and PIL.

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