David Yu's repositories
TF_Convolutional_Autoencoder
Convolutional autoencoder for encoding/decoding RGB images in TensorFlow with high compression ratio
Cars_Overhead_With_Conext_Utils
Util scripts to extract both positive and negative car imagery from LLNL's Cars Overhead With Context (COWC) dataset as well as helper code to transform it into a Pascal VOC-style format.
Poisonous_Mushrooms_Classification
Classification analysis on UCI's Mushroom dataset. Three methods are used to classify mushroom toxicity: K-means, Naive Bayes and Random Forest
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
binvox-rw-py
Python module to read and write .binvox files.
8_Puzzle_Solver_Java
A simple 8 Puzzle Solver in Java capable of solving all combinations of legal 8 Puzzle games using a variety of algorithms as well as starting positions of the player’s choosing.
CCNet
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
Duke-Tsinghua-MLSS-2017
Duke-Tsinghua Machine Learning Summer School 2017
GPU-Exclusive-Scan
Perform exclusive scan on a randomly generated input array (default 1 million). The GPU performs the scan and the results are copied back to the host and verified to check the final answer.
Roving-Sprinkler-System
An automated and scalable IoT garden sprinkling solution for Raspberry Pi controlled RC rovers.
TF_Variational_Autoencoder
Variational autoencoder for compressing/reconstructing RGB inputs (CelebA) in TensorFlow