Christian Mills - Training YOLOX Models for Real-Time Object Detection in PyTorch

Published

August 21, 2023

Modified

March 30, 2024

Training YOLOX Models for Real-Time Object Detection in PyTorch

pytorch

object-detection

yolox

tutorial

Learn how to train YOLOX models for real-time object detection in PyTorch by creating a hand gesture detection model.

Exporting YOLOX Models from PyTorch to ONNX

pytorch

onnx

object-detection

yolox

tutorial

Learn how to export YOLOX models from PyTorch to ONNX and perform inference using ONNX Runtime.

Exporting YOLOX Models from PyTorch to TensorFlow.js

pytorch

tensorflow

tensorflow-js

yolox

tutorial

Learn how to export YOLOX models from PyTorch to TensorFlow.js to leverage efficient object detection in web applications.

Real-Time Object Tracking with YOLOX and ByteTrack

onnx

object-detection

object-tracking

yolox

byte-track

tutorial

Learn how to track objects across video frames with YOLOX and ByteTrack.

Quantizing YOLOX with ONNX Runtime and TensorRT in Ubuntu

pytorch

onnx

cuda

tensorrt

object-detection

yolox

tutorial

Learn how to quantize YOLOX models with ONNX Runtime and TensorRT for int8 inference.