Brian Lee's repositories
AgTech_DRL
Optimize plant growth conditions using deep reinforcement learning techniques (DDPG, TD3, SAC) and a crop simulator (PCSE-v0).
kaggle_petfinder
Kaggle's PetFinder Competition where we create a CNN- and transformer-based regression model that takes an image and a boolean array as inputs.
contrastive_learning
Applying contrastive learning (SimCLRv2) on 3D point cloud dataset to get an unsupervised learning representation of objects
2048_MCTS
Solving the 2048 Puzzle using the Monte Carlo Tree Search (MCTS) heuristic search algorithm.
algorithms
Algorithm problem solving practice. LeetCode and AlgoExpert.
SB3_Gym
Stable Baselines 3 Application on OpenAI Gym Environments
SmartFarm
Dumb farm right now but about to get smarter. Mostly Arduino and RPi stuff.
computer-vision-ND
Projects and exercises for the Udacity Computer Vision Nanodegree
DL_practice
My PyTorch implementations of the models I'm studying
image-segmentation-keras
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
kaggle_gi_tract_uw_madison
https://www.kaggle.com/competitions/uw-madison-gi-tract-image-segmentation
learn_cpp
Repo for some very basic C++ codes
Mask-Editor
This is a new image annotation tool for image segmentation tasks
MLPB
Machine Learning Problem Bible
modern-deep-learning-docker
Modern Deep Learning Docker Image
phonemizer
Simple text to phones converter for multiple languages
poomstas.github.io
poomstas.github.io blog data in Jekyll theme
Q-GridWorld
Demo project using tabular Q-learning algorithm
sonokai
High Contrast & Vivid Color Scheme based on Monokai Pro
visemenet-inference
3D Avatar Lip Synchronization from speech (JALI based face-rigging)