Search Results for author: Ashutosh Mishra

Found 6 papers, 0 papers with code

CoroNetGAN: Controlled Pruning of GANs via Hypernetworks

no code implementations13 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.

Knowledge Distillation

Chaurah: A Smart Raspberry Pi based Parking System

no code implementations28 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)

A Survey on Deep Reinforcement Learning-based Approaches for Adaptation and Generalization

no code implementations17 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.

reinforcement-learning Reinforcement Learning (RL)

Using Deep Object Features for Image Descriptions

no code implementations25 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.

Language Modelling Machine Translation +2

Recognizing Challenging Handwritten Annotations with Fully Convolutional Networks

no code implementations1 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.

Data Augmentation Semantic Segmentation

A Low Complexity VLSI Architecture for Multi-Focus Image Fusion in DCT Domain

no code implementations15 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.

4k Image Compression

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