Francis Lata's repositories
IMDB-Sentiment-Analysis
This project is about exploring the PyTorch framework by implementing an RNN using the LSTM layer.
Neural-Style-Transfer
This project is about neural style transfer between content and style images.
bwe_fftnet
Implementation of Learning Bandwidth Expansion Using Perceptually-Motivated Loss (ICASSP 2019)
CAPTCHA-Solver
This project is about predicting the correct sequence of letters given a CAPTCHA image.
CNN-Sentiment-Analysis
This project implements the four types of models that uses the CNN architecture in Yoon Kim's paper about CNN for sentence classification.
DeepLab-V3
This project implements the DeepLab V3 paper for the semantic image segmentation task.
Image-Caption-Generator
This project creates an image captioning model.
Perceptual-Losses
This project implements Johnson et. al's (2016) paper for perceptual losses for the style transfer task.
Qualitative-Bankruptcy
This is a project that demonstrates how to predict whether an individual is likely to be bankrupt or not given their qualities.
Sign-Language-Digits-CNN
This project is about predicting the digit that a given sign language represents. The aim is to build a convolutional neural network in Keras to classify each digit sign language image to a number between 0 to 9.
tensorflow-wavenet
A TensorFlow implementation of DeepMind's WaveNet paper
tinygrad
You like pytorch? You like micrograd? You love tinygrad! ❤️
torch-audiomentations
Audio data augmentation in PyTorch. Inspired by audiomentations.