Patrick Esser's repositories
pytorch_diffusion
PyTorch reimplementation of Diffusion Models
line_finder_explorer
Simple explorer for parameters of line detection.
edflow_extra
Application specific extensions for edflow
PerceptualSimilarity
Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.
adaptive_quadrature
create deal.ii quadrature rule for coarse mesh based on fine mesh.
behavioral_cloning
CNN model for behavioral cloning using Keras and Udacity's Simulator.
cartpolegym
Intro to RL with OpenAI gym
download-celebA-HQ
Python script to download the celebA-HQ dataset from google drive
flownet2-tf
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
iirfilters
IIR filters with thrust.
lane_finding
Finding lanes using Computer Vision.
MGAN
Source code for the paper MGAN: Training Generative Adversarial Nets With Multiple Generators
open-as-src
Firefox addon to open links as source.
opengm
A C++ Library for Discrete Graphical Models
Pillow
The friendly PIL fork (Python Imaging Library)
pixel-cnn
Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"
StructuredForests
A Python Implementation for Piotr's ICCV Paper "Structured Forests for Fast Edge Detection".
traffic_sign_classifier
Convolutional Neural Network written in TensorFlow for classification of German Traffic Signs.
vehicle_detection
Vehicle Detection using SVM and sliding windows.
vid2vid
Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.