Pinned Repositories
3D-camera-manipulation
Final Group Project for CSC 305 (3D graphics). Made with OpenGL, combines catmull-rom splines and real time rendering to manipulate the camera along various curves.
AlphaDoom
TensorFlow implementation of AlphaGo Zero in VizDoom environment
battlesnake
AI algorithm for competition
BDD_Driving_Model_refactored
Rewrite of the Berkeley Deep Drive Neural Network
DOTA2-predictor
Random forest classification to predict the outcome of DOTA2 matches with 69-79% average accuracy
Image-Captioner
Basic image captioner with RNN, GRU and LSTM cells implemented from scratch
image_matching
Matches two images, one transformed, using Harris corner detection, MOPS feature selection, and RANSAC pruning
PlaNet
Implementation of Google's PlaNet network in TensorFlow + Keras
srgan_tf
A TensorFlow implementation of SRGAN
vizDoomAI
A simple implementation of Deep Q Learning (DQN) in VIZDoom using Tensorflow Eager Execution for educational purposes
princessofpillows's Repositories
princessofpillows/image_matching
Matches two images, one transformed, using Harris corner detection, MOPS feature selection, and RANSAC pruning
princessofpillows/vizDoomAI
A simple implementation of Deep Q Learning (DQN) in VIZDoom using Tensorflow Eager Execution for educational purposes
princessofpillows/DOTA2-predictor
Random forest classification to predict the outcome of DOTA2 matches with 69-79% average accuracy
princessofpillows/BDD_Driving_Model_refactored
Rewrite of the Berkeley Deep Drive Neural Network
princessofpillows/3D-camera-manipulation
Final Group Project for CSC 305 (3D graphics). Made with OpenGL, combines catmull-rom splines and real time rendering to manipulate the camera along various curves.
princessofpillows/AlphaDoom
TensorFlow implementation of AlphaGo Zero in VizDoom environment
princessofpillows/battlesnake
AI algorithm for competition
princessofpillows/Image-Captioner
Basic image captioner with RNN, GRU and LSTM cells implemented from scratch
princessofpillows/PlaNet
Implementation of Google's PlaNet network in TensorFlow + Keras
princessofpillows/srgan_tf
A TensorFlow implementation of SRGAN
princessofpillows/Instagram-Unfollowed-Finder
Simple Python program that returns a list of users you follow but don't follow you back.
princessofpillows/spite
Videogame created as final project for CSC 205 (Vector Graphics)
princessofpillows/textworld
Eager Tensorflow implementation of PlaNet, and Textworld model using Seq2Seq
princessofpillows/textworld_mvp
Trying a new approach to solving a complicated problem