Dhananjay's Projects
The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.
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Curated list of resources for college students
Artificial Intelligence projects, documentation and code.
This project (a desktop app) is for educational purpose. The main objective of this project is to help beginners to be able to visualize the basic algorithms and get a better understanding of the underlying operations. And obviously it is needless to say that anyone who is willing to contribute is invited to use their creativity in making the visualizations even better and attractive. One can add fresh Algorithms and visualization of their choice too. It has been developed in python using the pygame and tkinter libraries. You can also improve the readability of the code by providing a better structure to the code (could also refactor the variable and function names) and document it.
Minimal examples of data structures and algorithms in Python
This branch is developed for deep face recognition
Identify the lane boundaries in a video from a front-facing camera on a car with higher accuracy including curved lanes
Detect highway lane lines on a video stream and used OpencV image analysis techniques to identify lines, including Hough Transforms and Canny edge detection.
swapping minimax loss with chamfer distance
test
Python package to download files on any topic in bulk.
A GUI Tool for visualizing the intermediate layer of VGG-16 CNN trained on Imagenet
Low-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018
Public facing notes page
Comparing different similarity functions for reconstruction of image on CycleGAN. (https://tandon-a.github.io/CycleGAN_ssim/) Training cycleGAN with different loss functions to improve visual quality of produced images
This package contains the code to run Learned D-AMP, D-AMP, D-VAMP, D-prGAMP, and DnCNN algorithms. It also includes code to train Learned D-AMP, DnCNN, and Deep Image Prior U-net using the SURE loss.
implement Deep Feature Consisten Variational Autoencoder in Tensorflow
Repo for the Deep Learning Nanodegree Foundations program.
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
DeepFaceLab is the leading software for creating deepfakes.
"DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion" code repository
Config files for my GitHub profile.
PyTorch implementation of Emotic CNN methodology to recognize emotions in images using context information.