GitHub

MobiCollab: Decentralized Collaborative Transfer Learning on Android

MobiCollab enables proximity-based collaborative transfer learning where nearby mobile devices discover each other, share training data, and collectively improve an on-device image classification ...
IEEE

Deployment of TensorFlow Lite for Real-Time Image Classification on Raspberry Pi: Performance Evaluation with CIFAR-10 and MNIST, and Implications for Power Generation

Abstract: The present paper investigates the application of TensorFlow Lite to deploy the Convolutional Neural Network on Rasberry Pi for real-time image classification, considering specifically the ...
GitHub

sarah-antillia/TensorFlow-FlexUNet-Image-Segmentation-Real-Time-Brain-Stroke-CT

To address the class imbalance (in the number of images/masks) between the Hemorrhagic and Ischemic classes of the original CT image dataset, we applied our offline augmentation tools, ...
Hacker

Fine-Tuning ResNet-18 with TensorFlow Model Garden for CIFAR-10 Classification

Too Long; Didn't Read This tutorial walks you through fine-tuning a ResNet-18 model from TensorFlow’s Model Garden for classifying images in the CIFAR-10 dataset. You’ll learn how to set up the ...
IEEE

Comparative Analysis of TensorFlow and PyTorch for Image Classification Using CNN with Parallelism Strategies

Abstract: With an emphasis on convolutional neural networks (CNNs), this research does a thorough analysis of the effectiveness and suitability of the TensorFlow and PyTorch frameworks for image ...