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tensorrt-inference

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jolibrain /deepdetect

Deep Learning API and Server in C++14 support for PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

machine-learning caffe deep-learning time-series gpu rest-api pytorch xgboost image-classification image-search object-detection image-segmentation tsne neural-nets tensorrt ncnn tensorrt-conversion tensorrt-inference

UpdatedNov 12, 2025
C++

TensorRT-YOLO

laugh12321 /TensorRT-YOLO

🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️

computer-vision yolo image-classification object-detection pose-estimation tensorrt instance-segmentation yolov3 yolov5 ultralytics tensorrt-inference yolov6 yolov7 rotated-object-detection yolov8 yolov9 yolov10 tensorrt10 yolo11 yolo12

UpdatedNov 26, 2025
C++

ltkong218 /FastFlowNet

FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation (ICRA 2021)

docker real-time video deep-learning robotics paper pytorch embedded-devices optical-flow slam sintel kitti tensorrt-inference flow-architectures fastflownet

UpdatedAug 28, 2023
Python

emptysoal /TensorRT-YOLO11

Based on tensorrt v8.0+, deploy detection, pose, segment, tracking of YOLO11 with C++ and python api.

tracking detection segmentation pose-estimation tensorrt tensorrt-conversion tensorrt-inference yolo11

UpdatedNov 5, 2025
C++

LCH1238 /bevdet-tensorrt-cpp

BEVDet implemented by TensorRT, C++； Achieving real-time performance on Orin

bev tensorrt-inference 3ddetection

UpdatedSep 13, 2023
C++

emptysoal /TensorRT-YOLOv8

Based on tensorrt v8.0+, deploy detect, pose, segment, tracking of YOLOv8 with C++ and python api.

tracking deep-learning cpp detection python3 segmentation pose tensorrt tensorrt-conversion tensorrt-inference bytetrack yolov8

UpdatedOct 24, 2025
C++

kamalkraj /stable-diffusion-tritonserver

Deploy stable diffusion model with onnx/tenorrt + tritonserver

docker machine-learning deploy transformers inference python3 pytorch nvidia fp16 tensorrt onnx triton-inference-server tensorrt-inference stablediffusion

UpdatedAug 15, 2023
Jupyter Notebook

NVIDIA-ISAAC-ROS /isaac_ros_dnn_inference

NVIDIA-accelerated DNN model inference ROS 2 packages using NVIDIA Triton/TensorRT for both Jetson and x86_64 with CUDA-capable GPU

ai deep-learning gpu dnn ros nvidia triton deeplearning tao jetson ros2 tensorrt triton-inference-server tensorrt-inference ros2-humble

UpdatedNov 14, 2025
C++

yuvraj108c /ComfyUI-Depth-Anything-Tensorrt

ComfyUI Depth Anything (v1/v2/distill-any-depth) Tensorrt Custom Node (up to 14x faster)

depth-map tensorrt onnx tensorrt-inference stable-diffusion comfyui comfyui-nodes depth-anything

UpdatedSep 17, 2025
Python

hamdiboukamcha /Yolo-V11-cpp-TensorRT

The YOLOv11 C++ TensorRT Project in C++ and optimized using NVIDIA TensorRT

yolo objectdetection tensorrt-inference yolort yolov11 yolocpp

UpdatedOct 22, 2025
C++

Koldim2001 /TrafficAnalyzer

Анализ трафика на круговом движении с использованием компьютерного зрения

docker nginx flask influxdb docker-compose multiprocessing grafana postgresql traffic-analysis hydra object-detection oop-principles grafana-dashboard multiple-object-tracking triton-inference-server transport-detection tensorrt-inference bytetrack yolov8 bytetracker

UpdatedMar 6, 2025
Python

mingj2021 /segment-anything-tensorrt

tensorrt-inference segment-anything large-model-export

UpdatedSep 19, 2023
Jupyter Notebook

BlueMirrors /Yolov5-TensorRT

Yolov5 TensorRT Implementations

tensorrt tensorrt-conversion yolov5 tensorrt-inference

UpdatedDec 19, 2022
Python

mohamedsamirx /YOLOv12-TensorRT-CPP

YOLOv12 Inference Using CPP, Tensorrt, And CUDA

cpp cuda yolo tensorrt tensorrt-inference yolov12

UpdatedApr 3, 2025
C++

gitctrlx /xtrt

A lightweight, high-performance deep learning inference tool.

yolo deeplearning tensorrt tensorrt-inference

UpdatedApr 10, 2024
C++

emptysoal /tensorrt-experiment

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

col-in-coding /Tensorrt-CV

Using TensorRT for Inference Model Deployment.

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

UpdatedDec 29, 2023
Cuda

yolo8-segmentation-deploy

teamunitlab /yolo8-segmentation-deploy

Production-ready YOLO8 Segmentation deployment with TensorRT and ONNX support for CPU/GPU, including AI model integration guidance for Unitlab Annotate.

computer-vision deployment annotation production pytorch labeling image-segmentation semantic-segmentation annotation-tool tensorrt labeling-tool onnx computer-vision-annotation-tool tensorrt-inference yolo8

UpdatedFeb 29, 2024
Python

spacewalk01 /nanosam-cpp

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++

hamdiboukamcha /RF-DETR-CPP-TENSORRT

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++

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