no code implementations • 8 Mar 2022 • Yuxin Tian, Shawn Newsam, Kofi Boakye
Effective image retrieval with text feedback stands to impact a range of real-world applications, such as e-commerce.
2 code implementations • 30 Jun 2020 • Eric Dodds, Jack Culpepper, Simao Herdade, Yang Zhang, Kofi Boakye
Image retrieval with natural language feedback offers the promise of catalog search based on fine-grained visual features that go beyond objects and binary attributes, facilitating real-world applications such as e-commerce.
4 code implementations • NeurIPS 2019 • Simao Herdade, Armin Kappeler, Kofi Boakye, Joao Soares
Image captioning models typically follow an encoder-decoder architecture which uses abstract image feature vectors as input to the encoder.
no code implementations • 6 Dec 2016 • Kofi Boakye, Sachin Farfade, Hamid Izadinia, Yannis Kalantidis, Pierre Garrigues
Our results demonstrate that, for real-world datasets, training exclusively with this noisy data yields performance on par with the standard paradigm of first pre-training on clean data and then fine-tuning.
no code implementations • 14 Sep 2016 • T. Nathan Mundhenk, Goran Konjevod, Wesam A. Sakla, Kofi Boakye
It would be easy to train this method to count other kinds of objects and counting over new scenes requires no extra set up or assumptions about object locations.
Ranked #9 on Object Counting on CARPK
no code implementations • 11 Feb 2015 • Karl Ni, Roger Pearce, Kofi Boakye, Brian Van Essen, Damian Borth, Barry Chen, Eric Wang
We train our three-layer deep neural network on the Yahoo!