Main Product Detection with Graph Networks for Fashion

no code implementations • 25 Jan 2022 • Vacit Oguz Yazici, LongLong Yu, Arnau Ramisa, Luis Herranz, Joost Van de Weijer

Computer vision has established a foothold in the online fashion retail industry.

Visual Transformers with Primal Object Queries for Multi-Label Image Classification

1 code implementation • 10 Dec 2021 • Vacit Oguz Yazici, Joost Van de Weijer, LongLong Yu

However, inputting the same set of object queries to different decoder layers hinders the training: it results in lower performance and delays convergence.

Decoder Multi-Label Classification +4

Orderless Recurrent Models for Multi-label Classification

1 code implementation • CVPR 2020 • Vacit Oguz Yazici, Abel Gonzalez-Garcia, Arnau Ramisa, Bartlomiej Twardowski, Joost Van de Weijer

Recurrent neural networks (RNN) are popular for many computer vision tasks, including multi-label classification.

Attribute Classification +3

Learning Metrics from Teachers: Compact Networks for Image Embedding

1 code implementation • CVPR 2019 • Lu Yu, Vacit Oguz Yazici, Xialei Liu, Joost Van de Weijer, Yongmei Cheng, Arnau Ramisa

In this paper, we propose to use network distillation to efficiently compute image embeddings with small networks.

Face Recognition Image Classification +3