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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Hello there, I'm Bianca đź‘‹!
About me
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Posts
Future Blog Post
Published:
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Retail-786k
Published:
We introduce the first publicly available large-scale dataset for “visual entity matching”, based on a production level use case in the retail domain. Using scanned advertisement leaflets, collected over several years from different European retailers, we provide a total of ~786k manually annotated, high resolution product images containing ~18k different individual retail products which are grouped into ~3k entities.
Download here
publications
Fine-Grained Product Classification on Leaflet Advertisements
Published in FGVC10: 10th Workshop on Fine-grained Visual Categorization, CVPR 2023, Vancouver, 2023
In this paper, we describe a first publicly available fine-grained product recognition dataset based on leaflet images. We provide a total of 41.6k manually annotated product images in 832 classes. Further, we investigate three different approaches for this fine-grained product classification task.
Download here
Retail-786k: a Large-Scale Dataset for Visual Entity Matching
Published in Data-centric Machine Learning Research (DMLR) Workshop, ICLR 2024, Vienna, 2024
We introduce the first publicly available large-scale dataset for “visual entity matching”, based on a production level use case in the retail domain. Using scanned advertisement leaflets, collected over several years from different European retailers, we provide a total of ~786k manually annotated, high resolution product images containing ~18k different individual retail products which are grouped into ~3k entities.
Download here
talks
teaching
University Courses
Data Science - Laboratory, Offenburg University, 2023
- Assistance for Data Science lab for Master students
- Organization of kaggle competition Retail Products Classification 2023