GitHub

convolutional-neural-networks-cnn

PyTorch implementation of Two Pathway CNN and Cascaded architectures for automatic brain tumor segmentation on BraTS 2020 MRI dataset. Implements TwoPathCNN, InputCascadeCNN, LocalCascadeCNN, and ...
IEEE

Parallelized CNN Architecture for Handwritten Digit Recognition on FPGA via Verilog ...

Abstract: This research focuses on implementing a Convolutional Neural Network based handwritten digit recognition system on an FPGA (Field Programmable Gate Array), specifically focusing on utilizing ...
GitHub

handwritten-digit-classification

This project implements a CNN for handwritten digit classification on the MNIST dataset using PyTorch. It uses stacked convolutional layers with dropout, batch normalization, and max pooling to ...
Scientific Research Publishing

Detection of Water Meter Digits Based on Improved Faster R-CNN ()

In order to more accurately detect the accuracy of word-wheel water meter digits, 2000 water meter pictures were produced, and an improved Faster-RCNN algorithm for detecting water meter digits was ...
IEEE

Recognition of Scanned Handwritten digits using Deep Learning

Abstract: The capability of ML (Machine Learning) algorithms to recognize images of handwritten numerals is known as HDR (Handwritten Digit Recognition). Because handwritten numerals are imperfect and ...
Hacker

Neural Network Layers: All You Need Is Inside Comprehensive Overview

Data Science expert with desire to help companies advance by applying AI for process improvements. This publication provides an in-depth overview of various neural network layers, including their ...
C&EN

Si Microring Resonator Crossbar Array for On-Chip Inference and Training of the Optical ...

Department of Electrical Engineering and Information Systems, The University of Tokyo, Tokyo 113-8656, Japan ...