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2015

Public material for CS109

2015lab1

2015lab4

Lab for Linear and Logistic Regression, SciKit Learn

arcface-caffe

insightface-caffe

asms

Scale adaptive mean-shift tracker

beginners-pytorch-deep-learning

Repository for scripts and notebooks from the book: Beginner’s Guide to Using PyTorchfor Deep Learning

bgslibrary

A background subtraction library

caffe

Caffe: a fast open framework for deep learning.

caffe-googlenet-bn

re-implementation of googlenet batch normalization

caffe-sl

caffe for Similarity Learning

caffe-video_triplet

Unsupervised Learning using Videos (ICCV 2015)

cardiac-segmentation

Right Ventricle Cardiac MRI Segmentation

carnd-advanced-lane-lines

carnd-alexnet-feature-extraction

This lab guides you through using AlexNet and TensorFlow to build a feature extraction network.

carnd-behavioral-cloning-p3

Starting files for the Udacity CarND Behavioral Cloning Project

carnd-extended-kalman-filter-project

Self-Driving Car Nanodegree Program Starter Code for the Extended Kalman Filter Project

carnd-lanelines-p1

Lane Finding Project for Self-Driving Car ND

carnd-lenet-lab

Implement the LeNet deep neural network model with TensorFlow.

carnd-mercedes-sf-utilities

Tools for Sensor Fusion processing.

carnd-traffic-sign-classifier-project

Classify Traffic Signs.

carnd-transfer-learning-lab

carnd-vehicle-detection

Vehicle Detection Project

coding-interview-university

A complete computer science study plan to become a software engineer.

coherentlinedraw

Coherent Line Draw Python

corkscrew

A tool for tunneling SSH through HTTP proxies

cox-watermarking

a simple spread-spectrum based informed watermarking implementation in MATLAB

cpplint

static code checker for C++

cs231n.github.io

Public facing notes page

deep-landmark

Predict facial landmarks with Deep CNNs powered by Caffe.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"