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Huy Manh's Projects

10-steps-to-become-a-data-scientist icon 10-steps-to-become-a-data-scientist

πŸ“’ Ready to learn!βœ… you will learn 10 skills as data scientist:πŸ“š Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.πŸ”–

activecut icon activecut

Active learning based interactive image segmentation tool

consistent_depth icon consistent_depth

We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.

dmlir icon dmlir

Deep Mixture of Linear Inverse Regressions

gradient-descent icon gradient-descent

A simple demonstration of gradient-descent algorithm in C++ on a linear funciton.

growcut icon growcut

β€œGrowCut” - Interactive Multi-Label N-D Image Segmentation By Cellular Automata

imgcut icon imgcut

An interactive GUI for cutting objects from an image

lisa-faster-r-cnn icon lisa-faster-r-cnn

Training a Faster R-CNN from scratch on LISA Traffic Signs dataset using TensorFlow Object Detection API

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mst-image-segmentation icon mst-image-segmentation

This program segment an image by creating multiples Minimum Spanning Trees (MSTs). For this we used Kruskal's algorithm. Again I found out this method reading a paper during my research stay at Ritsumeikan, and decided to implement it. The sensei and I are very pleased with the results we obtained. I also mention this example in my lessons as an application of MSTs.

muse-maskgit-pytorch icon muse-maskgit-pytorch

Implementation of Muse: Text-to-Image Generation via Masked Generative Transformers, in Pytorch

nl-ccam icon nl-ccam

Combinational Class Activation Maps for Weakly Supervised Object Localization

pyceres_nnbind icon pyceres_nnbind

Factor graphs with Ceres in Python, using nanobind, this is only for learning nanobind

rain-reader icon rain-reader

An open source tool for interactive digitization of rainfall paper strip charts.

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