no code implementations • 4 Jul 2022 • Oshri Naparstek, Ophir Azulai, Daniel Rotman, Yevgeny Burshtein, Peter Staar, Udi Barzelay
Business documents often include sensitive information and as such they cannot be uploaded to a cloud service for OCR.
Optical Character Recognition Optical Character Recognition (OCR) +1
no code implementations • 17 May 2022 • Daniel Rotman, Ophir Azulai, Inbar Shapira, Yevgeny Burshtein, Udi Barzelay
Additionally, we present and make publicly available our synthetic dataset with a unique hard-negative component specifically tuned to improve detection results, and evaluate the benefits that can be gained from its usage
Optical Character Recognition Optical Character Recognition (OCR)
1 code implementation • 17 May 2022 • Daniel Rotman, Yevgeny Yaroker, Elad Amrani, Udi Barzelay, Rami Ben-Ari
Video scene detection is the task of dividing videos into temporal semantic chapters.
no code implementations • 21 Apr 2020 • Rami Ben-Ari, Mor Shpigel, Ophir Azulai, Udi Barzelay, Daniel Rotman
Classification of new class entities requires collecting and annotating hundreds or thousands of samples that is often prohibitively costly.
1 code implementation • 6 Mar 2020 • Elad Amrani, Rami Ben-Ari, Daniel Rotman, Alex Bronstein
One of the key factors of enabling machine learning models to comprehend and solve real-world tasks is to leverage multimodal data.
Ranked #3 on Visual Question Answering on MSRVTT-QA (Accuracy metric)
1 code implementation • 8 Dec 2019 • Yair Shemer, Daniel Rotman, Nahum Shimkin
We consider shot-based video summarization where the summary consists of a subset of the video shots which can be of various lengths.