implementation-of-research-paper

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.

A minimal PyTorch implementation of Flow Matching for Generative Modeling.

This is a PyTorch implementation of the the Paper by Simo-Sera et.al. on Cleaning Rough Sketches using Fully Convolutional Neural Networks.

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

Deep Learning Paper Implementations in PyTorch

Transfering color texture between images

Implementation of Hopfield Neural Network in Python based on Hebbian Learning Algorithm

dynnode2vec is a python package that implements algorithms to embed dynamic graphs

Unofficial implementation of STAN paper published at ISBI 2020 by researchers from University of Idaho using Tensorflow Keras 2.0.

Implementation of paper 'Two Step Approach for Single Underwater Image Enhancement'

🧠 ResNet: Deep Residual Learning for Image Recognition

Job portal management system using Java and MySQL follows object oriented programming principles

Julia implementation of the GraphMERT algorithm (Arxiv 2510.09580)

A minimal implementation of Score-Based Generative Modeling through SDEs

An implementation of the paper "Context-aware Captions from Context-agnostic Supervision"