https://github.com/centre-for-humanities-computing/artful-image-analysis

CHCAA's introductory workshop on image retrieval and computer vision

https://github.com/centre-for-humanities-computing/artful-image-analysis

Science Score: 13.0%

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Keywords

image-analysis image-classification image-manipulation image-segmentation
Last synced: 5 months ago · JSON representation

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CHCAA's introductory workshop on image retrieval and computer vision

Basic Info
  • Host: GitHub
  • Owner: centre-for-humanities-computing
  • Language: Jupyter Notebook
  • Default Branch: master
  • Homepage:
  • Size: 61.9 MB
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image-analysis image-classification image-manipulation image-segmentation
Created almost 7 years ago · Last pushed almost 7 years ago
Metadata Files
Readme

README.md

yaml title: ARTful Image Analysis place: Jens Chr. Skous Vej 4, Building 1483, 3rd floor DK- 8000 Aarhus C. time: March 25 & April 8, 2019, from 10 AM to 4 PM. instructors: Kristoffer L. Nielbo & Max R. Eckardt contact: kln@cas.au.dk

Description

This workshop is under development. It's target audience are researchers from the humanities and social sciences that have an interest in automated analysis of visual culture. We want to thank Gogul Ilango and Pulkit Sharma for their invaluable resources for machine learning, image analysis and computer vision.

Schedule

DAY 1: Image Manipulation and Automated Classification

| Time | Content | Instructor | | ------------- |:-------------:| -----:| | 10:00-11:00 | Welcome & Setup | KLN & MRE | | 11:00-11:30 | Programming with Python | KLN | | 11:30-12:30 | Image Manipulation | KLN | | 12:30-13:30 | Lunch | * | | 13:30-14:00 | 17 Flower Challenge | KLN | | 14:00-15:00 | Image Feature Extraction | KLN | | 15:00-16:00 | Image Classification | KLN |

DAY 2: Image Segmentation and Clustering

| Time | Content | Instructor | | ------------- |:-------------:| -----:| | 10:00-11:00 | Image manipulation | KLN & MRE | | 11:00-12:30 | Image Segmentation | KLN | | 12:30-13:30 | Lunch | * | | 13:30-14:00 | Clustering algorithms | KLN | | 14:00-15:00 | Image grouping | KLN | | 15:00-16:00 | Project design | KLN |

Owner

  • Name: Center for Humanities Computing Aarhus
  • Login: centre-for-humanities-computing
  • Kind: organization
  • Email: chcaa@cas.au.dk
  • Location: Aarhus, Denmark

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