nisha1729

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.

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

Music-Genre-Classification

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

semantic-segmentation-pytorch

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

TGA-Resize

Code for TGA image resizing

nisha1729/lottery-ticket

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

nisha1729/2DGeometricShapesGenerator

2D Geometric shapes generator

nisha1729/Autoencoders-Variants

Pytorch implementations of various types of autoencoders

nisha1729/backboned-unet

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

nisha1729/Codes-for-Lane-Detection

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

nisha1729/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.

nisha1729/lstm-math

Neural network that solves math equations on the character level

nisha1729/Music-Genre-Classification

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

nisha1729/semantic-segmentation-pytorch

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

nisha1729/TGA-Resize

Code for TGA image resizing

nisha1729/Image-Shadow-Detection-and-Removal

nisha1729/linux-conky

My linux conky files

nisha1729/loss-landscape

Code for visualizing the loss landscape of neural nets

nisha1729/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.

nisha1729/PolyLaneNet

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

nisha1729/remove_duplicates

nisha1729/Text-Classifier

Classify news into different categories using neural networks