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

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