Christian Mills - Fine-Tuning Image Classifiers with PyTorch and the timm library for Beginners

Published

May 24, 2023

Modified

April 7, 2024

Fine-Tuning Image Classifiers with PyTorch and the timm library for Beginners

pytorch

image-classification

tutorial

Learn how to fine-tune image classification models with PyTorch and the timm library by creating a hand gesture recognizer in this easy-to-follow guide for beginners.

Exporting timm Image Classifiers from PyTorch to ONNX

pytorch

onnx

image-classification

tutorial

Learn how to export timm image classification models from PyTorch to ONNX and perform inference using ONNX Runtime.

Quantizing timm Image Classifiers with ONNX Runtime and TensorRT in Ubuntu

onnx

cuda

tensorrt

image classification

tutorial

Learn how to quantize timm image classification models with ONNX Runtime and TensorRT for int8 inference.