tensorrt-engine

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guojianyang /cv-detect-robot

Star536

🔥🔥🔥🔥🔥🔥Docker NVIDIA Docker2 YOLOV5 YOLOX YOLO Deepsort TensorRT ROS Deepstream Jetson Nano TX2 NX for High-performance deployment(高性能部署)

detection ros nvidia yolo deepstream nvidia-docker tensorrt ros1 deepsort yolov5 tensorrt-engine yolox yolox-nano

UpdatedSep 15, 2022
Python

Ai-trainee /Traffic-Sign-Recognition-PyQt5-YOLOv5-GUI

Star231

This YOLOv5🚀😊 GUI road sign system uses MySQL💽, PyQt5🎨, PyTorch, CSS🌈. It has modules for login🔑, YOLOv5 setup📋, sign recognition🔍, database💾, and image processing🖼️. It supports diverse inputs, model switching, and enhancements like mosaic and mixup📈.

css pyqt5 pytorch mysql-database yolov5 tensorrt-engine yolov5-gui

UpdatedMay 21, 2024
Python

sohaib023 /siamese-pytorch

Star63

A PyTorch implementation of siamese networks using backbone from torchvision.models, with support for TensorRT inference.

pytorch resnet tensorrt similarity-learning siamese-networks tensorrt-engine

UpdatedMay 12, 2021
Python

yin-qiyu /learn_jetson

Star52

jetson nano 部署 yolov5+TensorRT+Deepstream

yolo deepstream jetson tensorrt jetson-nano jetsonnano yolov5 tensorrt-engine

UpdatedOct 29, 2025

emptysoal /tensorrt-experiment

Star52

Base on tensorrt version 8.2.4, compare inference speed for different tensorrt api.

pytorch image-classification image-segmentation vgg16 unet resnet-50 tensorrt pytorch-cnn deeplab-v3-plus tensorrt-conversion onnx-runtime tensorrt-inference tensorrt-engine

UpdatedOct 21, 2025
Python

hamdiboukamcha /RF-DETR-CPP-TENSORRT

Star51

RF-DETR C++ tensorrt : Real-Time End-to-End Object Detection

computer-vision cpp object-detection tensorrt-inference tensorrt-engine rf-detr

UpdatedOct 11, 2025
C++

col-in-coding /Tensorrt-CV

Star49

Using TensorRT for Inference Model Deployment.

deep-learning cuda pytorch tensorrt onnx tensorrt-conversion tensorrt-inference tensorrt-engine

UpdatedDec 29, 2023
Cuda

spacewalk01 /nanosam-cpp

Star48

C++ TensorRT Implementation of NanoSAM

visual-studio real-time cpp sam windows-10 nvidia gpu-acceleration segmentation object-detection gpu-computing tensorrt tensorrt-inference tensorrt-engine segment-anything nanosam

UpdatedDec 28, 2023
C++

Qengineering /YoloV8-TensorRT-Jetson_Nano

Star33

A lightweight C++ implementation of YoloV8 running on NVIDIAs TensorRT engine

nvidia jetson tensorrt jetson-nano yolov5 tensorrt-inference tensorrt-engine jetson-orin yolov8 yolov8s jetson-orin-nano

UpdatedDec 9, 2025
C++

tonhathuy /tensorrt-triton-magface

Star18

Magface Triton Inferece Server Using Tensorrt

face-recognition onnx triton-inference-server magface tensorrt-engine

UpdatedFeb 12, 2022
Jupyter Notebook

preste-ai /AI_whiteboard

Star16

Transform any wall to an intelligent whiteboard

whiteboard raspberry-pi-camera hand-detector jetson-xavier-nx jetson-devices fingertips-detector tensorrt-engine

UpdatedFeb 11, 2021
Python

emptysoal /TensorRT-v8-YOLOv5-v5.0

Star12

Based on TensorRT v8.2, build network for YOLOv5-v5.0 by myself, speed up YOLOv5-v5.0 inferencing

deep-learning cnn object-detection cuda-kernels tensorrt cuda-programming tensorrt-conversion yolov5 tensorrt-inference tensorrt-int8 tensorrt-engine

UpdatedOct 18, 2025
C++

ggluo /TensorRT-Cpp-Example

Star7

C++/C TensorRT Inference Example for models created with Pytorch/JAX/TF

c cpp tensorrt tensorrt-conversion tensorrt-inference tensorrt-engine

UpdatedAug 27, 2024
C++

vectornguyen76 /search-engine-system

Star7

Search Engine on Shopee apply Image Search, Full-text Search and Auto-complete

kubernetes elasticsearch autocomplete nextjs postgresql selenium full-text-search cicd image-retrieval shopee faiss mlops fastapi triton-inference-server tensorrt-engine qdrant-vector-database

UpdatedDec 2, 2024
Jupyter Notebook

gallo-json /self-driving-robot

Star4

A miniature model of a self-driving car using deep learning

inference pytorch pytorch-model yolov3 jetson-nano tensorrt-engine

UpdatedJun 7, 2022
Jupyter Notebook

SamedHira626 /Autonomous_Vehicle

Star3

Real-Time Autonomous Car and Detection Samples

yolov4 tensorrt-engine

UpdatedSep 6, 2021
Python

k9ele7en /torch2tensorRT-dynamic-CRAFT-pytorch

Star3

Convenient Convert CRAFT Text detection pretrain Pytorch model into TensorRT engine directly, without ONNX step between

pytorch text-detection tensorrt dynamic-inference tensorrt-conversion tensorrt-engine

UpdatedAug 18, 2021
Python

Prischli-Drink-Coffee /FrameReader

Star2

FrameReader is a full-fledged service for recognizing text on frames of video materials in Russian, training, deployment of computer vision models to solve the OCR problem. Optimization of models on the tensorrt engine

react mysql tracking computer-vision detection video-annotation yolo donut ocr-recognition video-analysis fastapi triton-inference-server tensorrt-engine trocr