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Francis Lata's Projects

bwe_fftnet icon bwe_fftnet

Implementation of Learning Bandwidth Expansion Using Perceptually-Motivated Loss (ICASSP 2019)

captcha-solver icon captcha-solver

This project is about predicting the correct sequence of letters given a CAPTCHA image.

cnn-sentiment-analysis icon 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 icon deeplab-v3

This project implements the DeepLab V3 paper for the semantic image segmentation task.

lstm-xor icon lstm-xor

This projects uses an LSTM to teach the model how run an XOR operator given two bits.

perceptual-losses icon perceptual-losses

This project implements Johnson et. al's (2016) paper for perceptual losses for the style transfer task.

qualitative-bankruptcy icon 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 icon 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.

tinygrad icon tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

unicats icon unicats

An unofficial implementation of "UniCATS: A Unified Context-Aware Text-to-Speech Framework with Contextual VQ-Diffusion and Vocoding".

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