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JavaEdge
JavaEdge
Feb 24, 2025 · Artificial Intelligence

Build a CIFAR‑10 Image Classifier with PyTorch – A Java Developer’s Guide

This tutorial walks Java developers through building, training, evaluating, and deploying a CIFAR‑10 image classifier using PyTorch, covering data loading, preprocessing, network definition, loss and optimizer setup, GPU acceleration, model saving, and per‑class accuracy analysis.

CIFAR-10GPUPyTorch
0 likes · 18 min read
Build a CIFAR‑10 Image Classifier with PyTorch – A Java Developer’s Guide
UCloud Tech
UCloud Tech
Dec 10, 2019 · Artificial Intelligence

Train and Deploy a CIFAR‑10 Image Classification Model with UAI Platform

This tutorial walks university students through the complete workflow of using the CIFAR‑10 dataset to train a convolutional neural network for image classification and then deploying the model as an online inference service on the UAI‑Train and UAI‑Inference platforms.

CIFAR-10DockerUAI platform
0 likes · 6 min read
Train and Deploy a CIFAR‑10 Image Classification Model with UAI Platform