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2dgeometricshapesgenerator

2D Geometric shapes generator

autoencoders-variants

Pytorch implementations of various types of autoencoders

backboned-unet

Build U-Nets for segmentation from pre-trained TorchVision models.

codes-for-lane-detection

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

hessian-regularizer-disentangle

This repository contains my original work of a novel Hessian regularizer for disentangling neural networks. This work was done as part of my master thesis in Computer Science at Saarland University.

image-shadow-detection-and-removal

linux-conky

My linux conky files

loss-landscape

Code for visualizing the loss landscape of neural nets

lottery-ticket

Prune deep neural networks to find sparse trainable networks, almost 10% the original size.

lstm-math

Neural network that solves math equations on the character level

medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

music-genre-classification

Using neural networks to classify music genre, feature extraction based on DSP

polylanenet

Code for the paper entitled "PolyLaneNet: Lane Estimation via Deep Polynomial Regression" (ICPR 2020)

remove_duplicates

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

text-classifier

Classify news into different categories using neural networks

tga-resize

Code for TGA image resizing