Yet another Computer Vision Library? No!

History

Introduction

CCV : A Modern Computer Vision Library

Learning Curve

ConvNet

Everything is here:

ConvNet: Deep Convolutional Networks

Four popular CNNs

• [AlexNet 12] ImageNet Classification with Deep Convolutional Neural Networks, Alex Krizhevsky, Ilya Sutskever, and Geoffrey E. Hinton, NIPS 2012
• [MattNet] Visualizing and Understanding Convolutional Networks, Matthew D. Zeiler, and Rob Fergus, Arxiv 1311.2901 (Nov 2013)
• [AlexNet 14] One Weird Trick for Parallelizing Convolutional Neural Networks, Alex Krizhevsky, ICLR 2014 alex14
• [VGG-D model trained] Very Deep Convolutional Networks for Large-Scale Image Recognition, Karen Simonyan, Andrew Zisserman, ICLR 2015

Differences

• Network Topology
• Data Preparation
• Data Augmentation
• Averaged Classification