Abstract: We propose a network for Congested Scene Recognition called CSRNet to provide a data-driven and deep learning method that can understand highly congested scenes and perform accurate count ...
First, a Convolutional Neural Network (CNN) backbone is used to extract the image features. Then, a transformer encoder with progressive rectangle window attention is applied to these features to ...
Abstract: In recent years, deep learning techniques have been widely applied in communication signal processing, with automatic modulation classification (AMC) emerging as a key technology in wireless ...
Excuse me, I have a problem that is recently I've been going through some old codes of a senior student and I came cross settings of "07-CSRNet_all_ep_39_mae_32.6.pth" which I haven't found. I tried ...
Dr. Deming Chen obtained his BS in computer science from University of Pittsburgh, Pennsylvania in 1995, and his MS and PhD in computer science from University of California at Los Angeles in 2001 and ...
This is a PyTorch Lightning implementation of CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes in CVPR 2018 which is one of the most popular crowd counting ...
Step 1: Go to the CSIR NET official website at csirnet.nta.nic.in. Step 2: Navigate to the 'Joint CSIR UGC NET June 2023 Result' page. Step 3: Fill in the blanks with the necessary information. Step 4 ...
Monitoring mosquito density to predict the risk of transmission of the virus and develop a response in advance is an important part of prevention efforts. This paper aims to estimate accurately the ...
In recent years, the performance of people-counting models has been dramatically increased that they can be implemented in practical cases. However, the current models can only count all of the people ...
Council of Scientific and Industrial Research National Eligibility Test or CSIR NET June 2021 exam dates have been announced on the official website. The examinations would be conducted in multiple ...