no code implementations • 13 Mar 2024 • Aman Kumar, Khushboo Anand, Shubham Mandloi, Ashutosh Mishra, Avinash Thakur, Neeraj Kasera, Prathosh A P
Additionally, our approach also outperforms the state-of-the-art methods in achieving better inference time on various smart-phone chipsets and data-types making it a feasible solution for deployment on edge devices.
no code implementations • 28 Dec 2023 • Soumya Ranjan Choudhaury, Aditya Narendra, Ashutosh Mishra, Ipsit Misra
The primary locates and recognises license plates from a vehicle image, while the secondary performs Optical Character Recognition (OCR) to identify individualized numbers from the number plate.
Optical Character Recognition Optical Character Recognition (OCR)
no code implementations • 17 Feb 2022 • Pamul Yadav, Ashutosh Mishra, Junyong Lee, Shiho Kim
Deep Reinforcement Learning (DRL) aims to create intelligent agents that can learn to solve complex problems efficiently in a real-world environment.
no code implementations • 25 Feb 2019 • Ashutosh Mishra, Marcus Liwicki
The decoder model learns to extract descriptions for the image from scratch by decoding the joint representation of the object visual features and their object classes conditioned by the encoder component.
no code implementations • 1 Apr 2018 • Andreas Kölsch, Ashutosh Mishra, Saurabh Varshneya, Muhammad Zeshan Afzal, Marcus Liwicki
This paper introduces a very challenging dataset of historic German documents and evaluates Fully Convolutional Neural Network (FCNN) based methods to locate handwritten annotations of any kind in these documents.
no code implementations • 15 Sep 2015 • Ashutosh Mishra, Sudipta Mahapatra, Swapna Banerjee
Due to the confined focal length of optical sensors, focusing all objects in a scene with a single sensor is a difficult task.