PPT-ECE6504 – Deep Learning for Perception Ashwin Kalyan V Introduction to CAFFE

Author : liane-varnes | Published Date : 2019-11-05

ECE6504 Deep Learning for Perception Ashwin Kalyan V Introduction to CAFFE C Dhruv Batra 2 Logistic Regression as a Cascade C Dhruv Batra 3 Slide Credit MarcAurelio

Presentation Embed Code

Download Presentation

Download Presentation The PPT/PDF document "ECE6504 – Deep Learning for Perception..." is the property of its rightful owner. Permission is granted to download and print the materials on this website for personal, non-commercial use only, and to display it on your personal computer provided you do not modify the materials and that you retain all copyright notices contained in the materials. By downloading content from our website, you accept the terms of this agreement.

ECE6504 – Deep Learning for Perception Ashwin Kalyan V Introduction to CAFFE: Transcript

ECE6504 Deep Learning for Perception Ashwin Kalyan V Introduction to CAFFE C Dhruv Batra 2 Logistic Regression as a Cascade C Dhruv Batra 3 Slide Credit MarcAurelio Ranzato Yann LeCun. Aaron Crandall, 2015. What is Deep Learning?. Architectures with more mathematical . transformations from source to target. Sparse representations. Stacking based learning . approaches. Mor. e focus on handling unlabeled data. Deep Learning. Zhiting. Hu. 2014-4-1. Outline. Motivation: why go deep?. DL since 2006. Some DL Models. Discussion. 2. Outline. Motivation: why go deep?. DL since 2006. Some DL Models. Discussion. 3. DIGITS 1 Introduction to Deep Learning 2 What is DIGITS 3 How to use DIGITS AGENDA Practical DEEP LEARNING Examples Image Classification, Object Detection, Localization, Action Recognition, Scene Un Professor Qiang Yang. Outline. Introduction. Supervised Learning. Convolutional Neural Network. Sequence Modelling: RNN and its extensions. Unsupervised Learning. Autoencoder. Stacked . Denoising. . Caffe. Practical guide. Open source deep learning packages. Caffe. C++/CUDA based.. MATLAB/python interface. . Theano. -based. Compiled on the spot.. Python interface.. Torch. Lua. interface. MatConvNet. . Akshay. . Dabholkar. , . Bhushan. . Muthiyan. , Shilpa Srinivasan, . Swetha. Ravi, . Hyeran Jeon, Jerry Gao. Department of Computer Engineering. San Jose State University. San Jose, California. Aaron Crandall, 2015. What is Deep Learning?. Architectures with more mathematical . transformations from source to target. Sparse representations. Stacking based learning . approaches. Mor. e focus on handling unlabeled data. Mohammadreza. . Ebrahimi. , . Hsinchun. Chen. October 29, 2018. 1. Acknowledgment. Some images and materials are from:. Dong . Wang and Thomas Fang . Zheng, . Tsinghua . University. Chuanqi Tan, . Fuchun. CAFFE Brewing Deep Networks With Caffe Contents Why C affe ? Deploy a common network Finetune Tricks for Caffe Embed Caffe in your application Custom operation Why caffe ? Easy common network deploy, friendly to custom network How To: Deep Learning Workspace August 23, 2017 DL Workspace Use Chrome to open the site instead of Edge!! Submit Job - Interactive Job - Training Job Caffe- Ipython Job Copy the token from Job console output to here boris . ginzburg@intel.com Lecture 2: Caffe : getting started Forward propagation Agenda Caffe – getting started Test description Network topology definition Basic layers: definition and forward propagation DESIGNATION REPORT Landmarks Preservation CommissionDesignation ReportThe Caffe Cino June 18 2019Designation List 513 LP-2635DESIGNATION REPORT LOCATION LANDMARK TYPE No 31 Cornelia Street in the Gree Assistant Professor. Computer Science and Engineering Department. Indian Institute of Technology Kharagpur. http://cse.iitkgp.ac.in/~adas/. Biological Neural Network. Image courtesy: F. . A. . Makinde. Ryota Tomioka (. ryoto@microsoft.com. ). MSR Summer School. 2 July 2018. Azure . iPython. Notebook. https://notebooks.azure.com/ryotat/libraries/DLTutorial. Agenda. This lecture covers. Introduction to machine learning.

Download Document

Here is the link to download the presentation.
"ECE6504 – Deep Learning for Perception Ashwin Kalyan V Introduction to CAFFE"The content belongs to its owner. You may download and print it for personal use, without modification, and keep all copyright notices. By downloading, you agree to these terms.