IEEE

An Optimized Multi-Object Tracking with TensorRT

Abstract: Multi-object tracking is a crucial task in computer vision, requiring real-time performance, accurate identification, and tracking multiple objects in a scene. However, it is a challenging ...
GitHub

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently ...

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. Tensor ...
IEEE

TensorRT Implementations of Model Quantization on Edge SoC

Abstract: Deep neural networks have shown remarkable capabilities in computer vision applications. However, their complex architectures can pose challenges for efficient real-time deployment on edge ...
GitHub

grimoire/mmdetection-to-tensorrt

The main branch is used to support model conversion of MMDetection>=3.0. If you want to convert model on older MMDetection, Please switch to branch: mmdet2trt=v0.5.0 ...