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joemah's Projects

awesome-cto icon awesome-cto

A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups

beautyregimen icon beautyregimen

Recommendation system of beauty products, using whoosh search engine and python

detecting-melanoma-fairly icon detecting-melanoma-fairly

Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'

dopamine icon dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

eaopt icon eaopt

:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

evorecsys icon evorecsys

A simple Recommender System for well-being based on Genetic Algorithms.

few-shot-dermoscopic-image-analysis icon few-shot-dermoscopic-image-analysis

Model building, experiments, references and source code for the research work on skin image analysis that draws on meta-learning to improve performance in the low data and imbalanced data regimes.

fyp-rescue-robot icon fyp-rescue-robot

This project is my final year capstone project - A self-navigating robot for search and rescue. We build a robot in ROS and integrate several functions: self-navigation, object detection and tracking, and an Arduino board to grab simple objects. The final demostration video is shown here: https://youtu.be/2dpzOpEn4hM

gaschedule.py icon gaschedule.py

Making a Class Schedule Using a Genetic Algorithm with Python

geneticalgorithm icon geneticalgorithm

Feature-Selector Genetic Algorithm created to choose the best subset of features from a original dataset.

geneticalgorithmpython icon geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

hgs-cvrp icon hgs-cvrp

Modern implementation of the hybrid genetic search (HGS) algorithm specialized to the capacitated vehicle routing problem (CVRP). This code also includes an additional neighborhood called SWAP*.

labelimg icon labelimg

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

lagrangian-relaxation-algorithm-for-rrslrp icon lagrangian-relaxation-algorithm-for-rrslrp

To solve the RRS-LRP problem based on resource-space-time network, we developed a Lagrangian Relaxation Algorithm framework to decompose the origin problem into classic knapsack sub-problem and vehicle routing problem with recharging station (VRP-RS). The knapsack problem is solved by dynamic programming algorithm and a dynamic programming algorith

ldl icon ldl

Pytorch implementation of "Joint Acne Image Grading and Counting via Label Distribution Learning"

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