Topic

#computer-vision

4 articles found

Decoding FPN Paper: Unlocking Pyramid Structure for Enhanced AI Performance

Understanding how FPN allows deep learning models detecting small objects and how to implement it from scratch The post FPN Paper Walkthrough: Leveraging the Internal Pyramid appeared first on Towards Data Science.

#ai#deep-learning#object-detection#fpn#computer-vision

· 2 days ago· Dev.to

EcoVision Enhances AI App for Visually Impaired Using YOLOv8 Technology

This is a submission for the GitHub Finish-Up-A-Thon Challenge EcoVision is an AI-powered mobile application designed to enhance autonomy for individuals with visual impairments. By combining modern computer vision with an accessible user interface, the app performs real-time edge inference directly

#ai#mobile-apps#accessibility#computer-vision#cloud

· 3 days ago· DeepLearning.AI Updates

Understanding IoU Function in CNN Programming Tasks

I have produced a modified, faster version of the IoU function in the programming assignment “Car Detection with YOLO”. It is at least 35% faster than the expected solution AND computes the width and height of the intersection correctly when the intersection rectangle does not exist - unlike the exp

#ai#convolutional-neural-networks#computer-vision#yolo#image-processing

· 3 days ago· Towards Data Science

Choosing the Right RAG Technique for AI Vision Models

Enterprise Document Intelligence [Vol.1 #4] - A diagnostic across PDFs and questions, and a map of the techniques the rest of the series will cover The post From Regex to Vision Models: Which RAG Technique Fits Which Problem appeared first on Towards Data Science.

#ai#machine-learning#natural-language-processing#computer-vision#rag-techniques