Workshop: Image Dataset Curation – Art Recommendation System
Overview
On March 04, 2024 from 5:30 pm to 9 pm we offer the free workshop “Image Dataset Curation – Art Recommendation System” on site at HPI.
We’ll explore dataset curation and state of the art models for image classification and image similarity.
Gain practical skills in image analysis and machine learning, including:
- Interpreting the results of classification from neural networks with Class Activation Mapping
- OpenAI’s CLIP for Zero-shot Classification
- Using image embeddings and Cleanlab to curate a dataset
This workshop is part four of a series of six workshops on image dataset curation
Audience
All AI enthusiasts, data scientists and machine learning engineers are welcome to this hands-on workshop on building an art recommendation system using machine learning techniques. Basic Python knowledge is required.
Language
The workshop will be taught in English.
Requirements
- Bring a laptop
- Create a Google user account (Google Drive and Google Colab usage)
Registration
Sign up here to learn how to build an art recommendation system!
Session Details
This is part four of a series of workshops on image dataset curation and computer vision. Each workshop will teach separate topics. It is ideal, but not necessary to attend all sessions.
March 4th Session
- Time: 5:30 p.m. - 9:00 p.m.
- Location: Building K, HPI
- Room: K-1.04
- Address: Prof.-Dr.-Helmert-Straße 2-3, 14482 Potsdam
- Directions
- Registration link