Your Daily AI Research tl;dr — 2022–07–08 🧠

YOLOv7, local relighting and an AI model that can predict your salary!

Welcome to your official daily AI research tl;dr (often with code and news) for AI enthusiasts where I share the most exciting papers I find daily, along with a one-liner summary to help you quickly determine if the article (and code) is worth investigating. I will also take this opportunity to share daily exciting news in the field.

Let’s get started with this iteration!

1️⃣ Local Relighting of Real Scenes

They introduce the task of local relighting, which changes a photograph of a scene by switching on and off the light sources that are visible within the image with a GAN-based approach and a benchmark, Lonoff, a collection of 306 precisely aligned images taken in indoor spaces with different combinations of lights switched on.

Link to the paper: https://arxiv.org/pdf/2207.02774.pdf

2️⃣ YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

Yes, another YOLO version. The image says it all: