ColPali multimodal RAG offers a novel approach for efficient retrieval of elements such as images, tables, charts, and texts by treating each page as an image. This method takes advantage of Vision ...
Handwritten Text Recognition using OCR
Handwritten text documents are ubiquitous in the field of research and study. They are personalized to the user’s needs and often contain a style of writing difficult to comprehend by others. This ...
Training CLIP Model from Scratch for an Image Retrieval App
Contrastive Language Image Pretraining (CLIP) by OpenAI is a model that connects text and images, allowing it to recognize and categorize images without needing specific training for each category. ...
Recommendation System using Vector Search with Qdrant
Suppose you watched Black Panther on Netflix over the weekend and now want to check out more films like that. When you open Netflix again, it suggests Iron Man, Avengers, and Doctor Strange. This is ...
Introduction to Feature Matching Using Neural Networks
You use panorama mode to click a wide-view photo in your camera. But how does this panorama mode actually work under the hood? Or suppose you have an unstable video of your bike riding, and you go to ...
CVPR 2024 Key Research & Dataset Papers – Part 2
CVPR 2024 (Computer Vision and Pattern Recognition) is an annual conference held from June 17th to 21st at the Seattle Convention Center, USA, which was a huge success. The IEEE CVPR 2024 Research ...
