Dibakar's repositories
CNN-for-Noise-identification-and-denoising-Images
A clean image, and it's noisy version, blind denoising and FFDNet denoised images.
Hidden-Period-detection-and-Signal-Reconstruction
This work is inspired by Prof. P P Vaidyanathan on his contribution towards the Ramanujan Periodic Transform
ADMM-NeuralNetworks
Training Neural Networks Without Gradients: A ADMM Approach
auto-label
Improves throughput of data-set labelleing
awesome-human-pose-estimation
Human Pose Estimation Related Publication
CUDA-Connected-Component-Labelling
Parallel GPU Implementation of Connected Component Labelling (CCL). Connected-component labeling is used in computer vision to detect connected regions in binary digital images
gpu_programming
In this repository, I will be developing some basic signal processing/algebraic kernels using numba cuda and pycuda
Music-Instruments-Identification
This work is based on a part of Music Information Retrieval area. If music instruments are being played individually, whether or not we are able to identify accurately which instrument is actually being played.
CS229_ML
🍟 Stanford CS229: Machine Learning
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
DeepFreq
Code, Pre-trained Models and some materials accompanying "Data-driven Estimation of Sinusoid Frequencies"
FISTA_Python
Python implementation of the Fast Iterative Shrinkage/Thresholding Algorithm.
GridBasedDBSCAN
Python3 implementation of Grid-based DBSCAN for radars, based on Kellner et al. 2012
Human-Pose-Estimation-Papers
2D&3D human pose estimation
learnable-ISTA
An implementation of learnable sparse coding for the purpose of image demonising
LISTA-CPSS
[NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*, Jialin Liu*, Zhangyang Wang and Wotao Yin.
ncreg
A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning
nn-zero-to-hero
Neural Networks: Zero to Hero
PRML
PRML algorithms implemented in Python
Signal-Processing-algorithms
This repository/project will contain the python scripts of various signal processing algorithms implemented by me
thundersvm
ThunderSVM: A Fast SVM Library on GPUs and CPUs
TISTA
Trainable ISTA for sparse signal recovery