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Chanchana Sornsoontorn's Projects

.spacemacs.d icon .spacemacs.d

Spacemacs configurations optimized for English and Thai languages

2d-roguelike icon 2d-roguelike

A 2D roguelike game project built in Unity3D following the official tutorial

ardity icon ardity

Assets for integrating Arduino and Unity (or Unity and any hardware that communicates over a COM port)

cadl icon cadl

"Creative Applications of Deep Learning w/ Tensorflow" is a repository that I contributed to quite often

convert2yolo icon convert2yolo

This project purpose is convert voc annotation xml file to yolo-darknet training file format

darkflow icon darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

deeplearning icon deeplearning

My DeepLearning practice using TensorFlow computation graph framework

detenv icon detenv

Custom Determined.AI Environments

diffusers icon diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

dsnt icon dsnt

An unofficial Tensorflow implementation of the DSNT layer, as taken from the paper "Numerical Coordinate Regression with Convolutional Neural Networks".

honnet icon honnet

🤖 Deep learning predicts who would win in a HoN match given heroes of both team

honnet-web icon honnet-web

Website for my HoNNeT deep learning side-project

idle-rq-unix icon idle-rq-unix

Idle RQ protocol implementation with troublesome communication channel

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

leetcrack icon leetcrack

Basic clone of LeetCode following this tutorial: https://www.youtube.com/watch?v=GnodscC2p-A

light-the-ball icon light-the-ball

A 2D game I designed from scratch built in Unity3D; Capstone project from Coursera "Game Design and Development" specialization

map icon map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

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