Deblina Bhattacharjee's Projects
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
Course Material for Distributed Information Systems 2020
Deep Recurrent Neural Network for Audio Source Separation
(CVPR 2020) DUNIT: Detection-Based Unsupervised Image-to-Image Translation
Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
Unofficial template for the PhD thesis at EPFL maintained by PolyDoc
Earthquake detection and analysis in Python.
Facebook's CUDA extensions.
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
Image Restoration Toolbox (PyTorch). Training and testing codes for USRNet, DnCNN, FFDNet, SRMD, DPSR, MSRResNet, ESRGAN, IMDN
Oxford Deep NLP 2017 course
Google interview questions implementation
Leetcode solutions
Python & JAVA Solutions for Leetcode
Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
Code for robust monocular depth estimation described in "Lasinger et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-Shot Cross-Dataset Transfer, arXiv:1907.01341"
EPFL Machine Learning Course, Fall 2019
Machine Learning and Computer Vision Engineer - Technical Interview Questions
A Python Package for Monitoring Seismic Velocity Changes using Ambient Seismic Noise | http://www.msnoise.org
Multimodal Unsupervised Image-to-Image Translation
Depth Map Estimation from Monocular Images
Latex code for making neural networks diagrams
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Probabilistic reasoning and statistical analysis in TensorFlow
Repository for Programming Assignment 2 for R Programming on Coursera
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
PyTorch code for "Pyramid Attention Networks for Image Restoration" with new SOTA results on multiple image restoration tasks: denoising, demosaicing, compression artifact reduction, super-resolution