AI for Commerce
Find out how AI powers new shopping innovations and makes life easier for both shoppers and sellers.
Advancing AI to make shopping easier for everyone
Product recognition is among the most important ways to make it easier for people to shop online today. Learn how Facebook AI is building the world's largest shoppable social media platform, where billions of items can be bought and sold in one place.
Computer vision through the years at Facebook
2013
Facebook AI lab opens
Identifying “person & dog”
2016
SharpMask
Segmenting objects at pixel-level
2016
Feature Pyramid Networks
Processing large and small objects efficiently
2017
Mask R-CNN
Achieving state-of-the-art object segmentation and classification
2019
Panoptic FPN
Recognizing background and foreground simultaneously
2019
Mesh R-CNN
Achieving state-of-the-art in 3D object recognition
2019
Instance Mask Projection
Identify clothing behind layers
2020
GrokNet
Building a universal product recognition model
2021
Multimodal Product Understanding
Incorporating signals from associated text
Read the Latest Publication
RESEARCH
COMPUTER VISION
Large-Scale Weakly-Supervised Attribute-Object Composition Learning
In this paper, we study learning to predict the combination of object and attribute class labels, expanding the number of possible classes to the order of hundreds of thousands or more. The learning is performed on large-scale image dataset with noisy attribute-object labels.
Filip Radenovic, Animesh Sinha, Albert Gordo, Tamara Berg, Dhruv Mahajan
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