There are 3 repositories under implementation-of-research-paper topic.
Implementation of papers in 100 lines of code.
An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.
Given a simple anime line-art sketch the model outputs a decent colored anime image using Conditional-Generative Adversarial Networks (C-GANs) concept.
Custom Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
PyTorch implementations of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.
This is a PyTorch implementation of the the Paper by Simo-Sera et.al. on Cleaning Rough Sketches using Fully Convolutional Neural Networks.
Deep Learning Paper Implementations in PyTorch
Unofficial implementation of the paper "Learning to reconstruct botanical trees from single images"
implementation of "Evolution Strategies as a Scalable Alternative to Reinforcement Learning" OpenAI paper
Transfering color texture between images
Implementation of Hopfield Neural Network in Python based on Hebbian Learning Algorithm
Implementation of paper 'Two Step Approach for Single Underwater Image Enhancement'
Unofficial implementation of STAN paper published at ISBI 2020 by researchers from University of Idaho using Tensorflow Keras 2.0.
🧠ResNet: Deep Residual Learning for Image Recognition
Repository for `Glassy dynamics using Quantum Computers` Team in Qiskit Hackathon Europe
dynnode2vec is a python package that implements algorithms to embed dynamic graphs
This is the MATLAB implemenation of paper published in IEEE Transactions on Neural Networks and Learning Systems Date'2017 PubMed ID: 29028213
An implementation of the paper "Context-aware Captions from Context-agnostic Supervision"
Implementation of the study: "The Use of Deep Learning to Predict Stroke Patient Mortality" by Cheon et al.
VGGNet-Family (11, 13, 16 & 19) Implementation to train on ImageNet 2012 using Tensorflow 2.x
Implementation of paper 'Identification and Translation of Idiomatic Sentence from Hindi to English'
A place to experiment with various fields of machine learning that I'm curious about
This repository is my journey towards learning ML which contains all my coding experiments ... :)
Implementation of 3 Articles for My Fuzzy Systems Course
Python implementation of the research paper with the same title published in the PLOS Computational Biology journal. Link to the paper: https://doi.org/10.1371/journal.pcbi.0020006
heart rate variability from facial RGB
Job portal management system using Java and MySQL follows object oriented programming principles
This is a code implemention for paper "Self-Attention Autoencoder for Anomaly Segmentation"
A simple PyTorch implementation of Ian Goodfellow's original Generative Adversarial Network.
Implementation of the article titled "A Novel Twin-Center Intuitionistic Fuzzy Large Margin Classifier with Unified Pinball Loss for Improving the Performance of E-noses System" by Junlin Chen, Tao Luo, Jia Yan and Libo Zhang.
Unofficial python implementation of the paper "Lazy Random Walks for Superpixel Segmentation"
My Final CNN Project With GTSRB Dataset For My Machine Vision Course
Here we deal with the issue of fairness in machine learning classification algorithm and we try to exploit regularization technique to attain fairness.
Implementation of verification algorithms for the Pareto-Rational Verification problem (PRV problem).
The implementation in C++ of the closest-pair doubling algorithm which finds the smallest distance between two points in a metric space in O(n log n) time without directly using the points' coordinates.