multi-task learning
Training a single model on multiple tasks simultaneously, often improving generalization across all of them.
1 milestone
Facebook AI Research Publishes GrokNet, a Unified Computer Vision Model for Commerce Understanding
In 2020, researchers at Facebook AI published GrokNet, a unified deep learning system for product understanding in commerce settings, capable of recognising object categories, attributes such as colour and material, and brand information from product images at scale across Facebook Shops.