Deploying FCOS Object Detection in TensorRT: A 20× Speedup
· 3 min read
This post explains how I deployed the TorchVision FCOS object detection model in TensorRT for real-time inference — achieving a ~20× speedup over the LibTorch baseline.
2 posts tagged with "Optimization"
Performance optimization techniques
View All TagsAccelerating FCN Segmentation from 2000ms to 32ms (0.5 FPS → 31 FPS)
· 3 min read
This post outlines how I optimized a Fully Convolutional Network (FCN) segmentation pipeline — from 0.5 FPS (~2000ms per frame) to 31 FPS in real-time.