ishaanb92 Goto Github PK

adaptivegriddiscretizations

Adaptive schemes for anisotropic PDEs on cartesian grids

algorithms-coursera

Backing up solved assignments for the MOOC

analysis

Scripts for analysis/figure generation

bayesianml

Assignment code for Bayesian ML course on Coursera

cifarcnn

Trying various classification techniques/strategies for the CIFAR-10 dataset

context-encoder

Implementation of "Context Encoders: Feature Learning by Inpainting"

deepbeliefnets

Tinkering around with DBNs to solve image reconstruction problems. Code forked from https://github.com/albertbup/deep-belief-network.

dense3dcrf

Fully-connected (dense) 3D CRF for processing biomedical scans

eca-gpu

Optimizing a bitcoin mining application using CUDA

eca-multicore

facenet

Face recognition using Tensorflow

fpcpipeline

ganimagecomplete

Code for image completion using DCGANs. Code forked from https://github.com/bamos/dcgan-completion.tensorflow. ArXiv paper : http://arxiv.org/abs/1607.07539

generalizedprobabilisticunet

PyTorch model for the Generalized Probabilistic U-Net. For more details see: https://www.melba-journal.org/papers/2023:005.html

generative-models-

Documenting on-going work dealing with generative models. Focussed on developing a robust metric for image similarity and quality of the generative model

gryds

A Python package for geometric transformations of images for data augmentation in deep learning

image-classification-cifar10-tf

Simple Image Classification Models for the CIFAR-10 dataset using TensorFlow

imagecropanddistort

iot-assignment

ishaanb92.github.io

kilgore92.github.io

Personal Website

landmarkbasedregistration

leshan

Eclipse Leshan is an OMA Lightweight M2M (LWM2M) implementation in Java.

models

Models built with TensorFlow

monai

AI Toolkit for Healthcare Imaging

mturkcode

Code used to create MTurk HITs to compare reconstruction abilities of different generative models.

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

probabalistic-u-net

PyTorch implementation of a Probabalistic U-Net (https://arxiv.org/abs/1806.05034)

probabilistic-unet-pytorch

A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch

pystatcheck

Python package to perform statistical tests on paired data