aws-samples / aws-machine-learning-university-accelerated-cv Goto Github PK

Machine Learning University: Accelerated Computer Vision Class

License: Other

Jupyter Notebook 100.00%

machine-learning computer-vision deep-learning python gluon mxnet gluoncv

aws-machine-learning-university-accelerated-cv's Introduction

Machine Learning University: Accelerated Computer Vision Class

This repository contains slides, notebooks, and datasets for the Machine Learning University (MLU) Computer Vision class. Our mission is to make Machine Learning accessible to everyone. We have courses available across many topics of machine learning and believe knowledge of ML can be a key enabler for success. This class is designed to help you get started with Computer Vision, learn about widely used Machine Learning techniques, and apply them to real-world problems.

YouTube

Watch all Computer Vision class video recordings in this YouTube playlist from our YouTube channel.

Course Overview

There are three lectures and one final project for this class.

Lecture 1

title	studio lab
Intro to ML	-
Intro to Computer Vision	-
Neural Networks	Gluon PyTorch
Convolutional Neural Networks	Gluon PyTorch
Final Project	Gluon PyTorch

Lecture 2

title	studio lab
Image Datasets	-
Training Neural Networks	-
Modern CNNs: LeNet and AlexNet	Gluon PyTorch
Model fine-tuning

Lecture 3

title	studio lab
Advanced CNNs: VGGNet and ResNet	Gluon PyTorch
Object Detection
Semantic Segmentation	-

Final Project: Practice working with a "real-world" computer vision dataset for the final project. Final project dataset is in the data/final_project_dataset folder. For more details on the final project, check out this notebook.

Interactives/Visuals

Interested in visual, interactive explanations of core machine learning concepts? Check out our MLU-Explain articles to learn at your own pace!

Contribute

If you would like to contribute to the project, see CONTRIBUTING for more information.

License

The license for this repository depends on the section. Data set for the course is being provided to you by permission of Amazon and is subject to the terms of the Amazon License and Access. You are expressly prohibited from copying, modifying, selling, exporting or using this data set in any way other than for the purpose of completing this course. The lecture slides are released under the CC-BY-SA-4.0 License. The code examples are released under the MIT-0 License. See each section's LICENSE file for details.

aws-machine-learning-university-accelerated-cv's People

Stargazers

Watchers

Forkers

denishpatel singh-l gdgauravdutta shambhavicodes jaquelinebrandao rameshbattu ccaloian srinivas-codes chetanrahate raghav3112 pranakum nishantsbi cerebro409 y6bt250 ranalytica olubenade doingodswork37 ifeadewumi harshita1804 fortuneobiora7 veera2508 anefuiii arielhonu mpre5ley revanth-rev mkvtvseries saichandernagamalla omergilani santhoshb-7 sergiobuzzi srishty-singh2k nivetha96 chuks1010 nitin-mane okothchristopher wassemalward manjunani justcherie jtang1618 nathanhundley jcgit2018 thekakodkar gukal7 amulmgr adasrinivas1229 aksuhail mayurmorin xeedmm marcioborghi divyavundavalli stefansei epsilon01 aparimeet saurabh-12 cangokalp diveshpanwar ramasravani paecw allensmile 1926627357 taehoonkoo saravanaprashanth madfalc0n abhimanyu-k tomcat33031 yesminee pankajsinghchamyal fidelalberto anashas bhubesh757 domitechnshimba nanaakwasiabayieboateng kumar-shanu vuslatgb dharaniraj1997 jinny42 omaresguerra hungdom curioustauseef bia-fernandes tchigher kjyothiswaroop nishantsorathiya04 borisyip darkassasin varun0801 shineloveyc korsakowii dthboyd afanfani28 ai4everyone bluseking naimahmednesaragi brunnamaiaradasilva rahulgundre aaks-ctrl jupiterdv luik-2210 firebuggirl habibaman766

aws-machine-learning-university-accelerated-cv's Issues

T.me/Matematik_Fizik04

Broken URL

from main readme: Final Project: Practice working with a "real-world" computer vision dataset for the final project. Final project dataset is in the data/final_project_dataset folder. For more details on the final project, check out this notebook.

https://github.com/aws-samples/aws-machine-learning-university-accelerated-cv/blob/master/notebooks/MLA-CV-Lecture1-Final-Project.ipynb

ML

Alkasr999 نطاق

Com نطاق

Originally posted by @alkasr999 in #5 (comment)

Create a Website for this Repo

Hi there.

Is there a website for this repo?

Because if you don't have, well, this repo can simply be turned into a website right away. Others will discover this project in that website.

Steps:

Go to Settings and look for GitHub Pages, scroll down. That's almost at the bottom.
You will see there: Branch:none, so you should change that to master because you have a README.md file in the master repo. This will be your page. Click Save first.
Then click Choose a theme, you select a predefined theme of your site.
Visit your site now! The URL will be https://aws-samples.github.io/aws-machine-learning-university-accelerated-cv.

If you were amazed by that, simply read the documentation about GitHub Pages.

alkasr3

Please don't الكاسر فيصل من كبارر المرمجن والمطورين في التطبيقات ودروس الهكر وكيفيه استخدام الخصوصيه ودعم الشركات واهو الكاسر فيس بوك قناتي اليوتيوب تطبيقاتي المشرك بها #### _#########““####

aws-samples / aws-machine-learning-university-accelerated-cv Goto Github PK

aws-machine-learning-university-accelerated-cv's Introduction

Machine Learning University: Accelerated Computer Vision Class

YouTube

Course Overview

Interactives/Visuals

Contribute

License

aws-machine-learning-university-accelerated-cv's People

Stargazers

Watchers

Forkers

aws-machine-learning-university-accelerated-cv's Issues

Recommend Projects

Recommend Topics

Recommend Org