isarsoft/yolov4-triton-tensorrt
This repository deploys YOLOv4 as an optimized TensorRT engine to Triton Inference Server
This tool helps machine learning engineers and MLOps specialists deploy real-time object detection models like YOLOv4 efficiently. It takes a pre-trained YOLOv4 model and optimizes it for NVIDIA GPUs using TensorRT, then makes it available for live use via Triton Inference Server. The output is a highly performant, scalable inference service ready for integration into applications requiring fast object detection from images or video streams.
284 stars. No commits in the last 6 months.
Use this if you need to deploy a YOLOv4 object detection model to production with maximum speed and throughput on NVIDIA GPU hardware, managing it easily as a service.
Not ideal if you are looking for a pre-built application that performs object detection out-of-the-box without requiring deployment expertise.
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Jun 02, 2022
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