Patrick Esser (pesser)

pesser

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Company:@runwayml

Location:New York

Twitter:@pess_r

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Patrick Esser's repositories

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pytorch_diffusion

PyTorch reimplementation of Diffusion Models

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edflow

Reduce boilerplate code for your ML projects. TensorFlow and PyTorch.

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sbord

The streamlit based alternative to tensorboard.

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line_finder_explorer

Simple explorer for parameters of line detection.

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gingermen

Precursor to CVPR 2018 work.

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eddata

A collection of datasets ready to be used with edflow.

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cutter

cut videos to frames or subvideos

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edflow_extra

Application specific extensions for edflow

fid

FID Score calculation callback for edflow evaluation pipeline

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PerceptualSimilarity

Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.

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torcsnet

Autonomous driving in TORCS.

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adaptive_quadrature

create deal.ii quadrature rule for coarse mesh based on fine mesh.

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behavioral_cloning

CNN model for behavioral cloning using Keras and Udacity's Simulator.

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cartpolegym

Intro to RL with OpenAI gym

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dealii

The development repository for the deal.II finite element library.

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download-celebA-HQ

Python script to download the celebA-HQ dataset from google drive

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flownet2-tf

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

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iirfilters

IIR filters with thrust.

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lane_finding

Finding lanes using Computer Vision.

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MGAN

Source code for the paper MGAN: Training Generative Adversarial Nets With Multiple Generators

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open-as-src

Firefox addon to open links as source.

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opengm

A C++ Library for Discrete Graphical Models

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Pillow

The friendly PIL fork (Python Imaging Library)

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pixel-cnn

Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

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StructuredForests

A Python Implementation for Piotr's ICCV Paper "Structured Forests for Fast Edge Detection".

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traffic_sign_classifier

Convolutional Neural Network written in TensorFlow for classification of German Traffic Signs.

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vehicle_detection

Vehicle Detection using SVM and sliding windows.

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vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

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