02-siyeong Goto Github PK

2017-slides

Slides and talk assets from PyCon 2017

active-contour

An active contour python implementation

admm

examples/code for the alternating direction method of multipliers (ADMM)

advanced-lane-detection

Developed a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car. Detect lane lines in a variety of conditions, including changing road surfaces, curved roads, and variable lighting.

artistic-style-transfer-using-keras-tensorflow

Art to Image Style Transfer using Keras and Tensorflow.

awesome-object-proposals

A curated list of object proposals resources for object detection

awesome-transfer-learning

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

banditsbook

Code for my book on Multi-Armed Bandit Algorithms

bsnake_lane_detection

caffe

Caffe on both Linux and Windows

caffe-yolo9000

Caffe for YOLOv2 & YOLO9000

clmtrackr

Javascript library for precise tracking of facial features via Constrained Local Models

coding-the-matrix

The Coursera course Coding the Matrix: Linear Algebra through Computer Science Applications by Philip Klein

deep-learning

deep-learning-101

Deep Learning Tutorials

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

deep-reinforcement-learning-papers-1

A list of papers and resources dedicated to deep reinforcement learning

deeplearning-papernotes

Notes on deeplearning papers following original format by Denny Britz

deepmind-atari-deep-q-learner

The original code from the DeepMind article + my tweaks

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

dqn-in-the-caffe

An implementation of Deep Q-Network using Caffe

exposure

An "infinite"-resolution and interpretable GAN. It works based on a differentiable photo editing model and reinforcement learning. (ACM Transactions on Graphics, presented at SIGGRAPH 2018)

fast-neural-style

Implementation of "Perceptual Losses for Real-Time Style Transfer and Super-Resolution" in Keras

fast-neural-style-keras

This is a fast neural style transfer implement with Keras 2.

gopro_multiview_gui

Multiview and Control GUI of Gopro Hero 4

gp-clustering

Clustering with Gaussian Process Models

graphcuts

Graph Cuts Segmentation for OpenCV 2.4.8

image-super-resolution

Implementation of Super Resolution CNN in Keras.

kalmanfilter

This is a Kalman filter used to calculate the angle, rate and bias from from the input of an accelerometer/magnetometer and a gyroscope.

keras-fcn

Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）