IEEE

Research on the Application of CNN in MNIST Image Classification and Recognition

Abstract: This paper investigates the application of Convolutional Neural Networks (CNNs) in MNIST handwritten digit recognition, with a particular focus on optimizing the ResNet-18 model. By ...
GitHub

yantinglai/CS5330-project5-deep-network-recognition

Operating System: MacOS Sonoma 14.1.1 IDE: PyCharm Professional 2023.2.5 Python Version: 3.9.18 Key Dependencies: PyTorch 2.1.1 OpenCV 4.8.1.78 NumPy 1.26.2 Matplotlib 3.8.2 Note: Make sure your ...
IEEE

Design of High Accuracy Detector for MNIST Handwritten Digit Recognition Based on Convolutional Neural Network

Abstract: Tremendous strides have been made in machine learning, one of the remaining open challenges is to achieve real-time speed as well as to maintain high performance, A convolutional neural ...
GitHub

opencv_mnist/CVAE.cpp

encoder_layer_1 = torch::nn::Linear(input_size, hidden_size_list[0]); encoder_layer_2 = torch::nn::Linear(hidden_size_list[0], hidden_size_list[1]); encoder_layer_3 ...