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tensorrt-conversion

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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

UpdatedJan 13, 2026
C++

SthPhoenix /InsightFace-REST

InsightFace REST API for easy deployment of face recognition services with TensorRT in Docker.

docker gpu face-recognition face-detection fp16 tensorrt onnx arcface insightface fastapi retinaface centerface mask-detection tensorrt-conversion scrfd yolov5-face adaface

UpdatedJun 1, 2025
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++

THU-MIG /torch-model-compression

针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库

pytorch pruning quantization tensorrt model-compression qat onnx reparameterization tensorrt-conversion quantization-aware-training acnet

UpdatedApr 19, 2023
Python

ThomasVonWu /SparseEnd2End

End2EndPerception deployment solution based on vision sparse transformer paradigm is open sourced.

autonomous-driving tensorrt-conversion sparse-transformer onnx-convertation cuda-accleration end2end-perception

UpdatedJan 12, 2025
Python

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++

BlueMirrors /Yolov5-TensorRT

Yolov5 TensorRT Implementations

tensorrt tensorrt-conversion yolov5 tensorrt-inference

UpdatedDec 19, 2022
Python

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

gpastal24 /ViTPose-Pytorch

VitPose without MMCV dependencies

python tracking pytorch pose-estimation tensorrt tensorrt-conversion 2d-keypoints yolov5 tensorrt-inference vitpose

UpdatedJul 12, 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

YuzhouPeng /unet-tensorrt

this is a tensorrt version unet, inspired by tensorrtx

unet tensorrt tensorrt-conversion tensorrt-inference unet-tensorrt

UpdatedJul 24, 2024
C++

k9ele7en /Triton-TensorRT-Inference-CRAFT-pytorch

Advanced inference pipeline using NVIDIA Triton Inference Server for CRAFT Text detection (Pytorch), included converter from Pytorch -> ONNX -> TensorRT, Inference pipelines (TensorRT, Triton server - multi-format). Supported model format for Triton inference: TensorRT engine, Torchscript, ONNX

inference pytorch text-detection nvidia-docker inference-server tensorrt inference-engine onnx onnx-torch tensorrt-conversion triton-inference-server text-detection-from-image

UpdatedAug 18, 2021
Python

leandro-svg /SparseInst_TensorRT

The real-time Instance Segmentation Algorithm SparseInst running on TensoRT and ONNX

object-detection tensorrt jetson-tx2 instance-segmentation onnx torch2trt tensorrt-conversion tensorrt-inference

UpdatedNov 3, 2022
Python

frk-tt /Yolo-TensorRT

Convert yolo models to ONNX, TensorRT add NMSBatched.

tensorrt-conversion yolov4-pytorch yolov4-tensorrt tensorrt-inference yolor-tensorrt yolov5-tensorrt yolov8-tensorrt yolonas-tensorrt

UpdatedMar 27, 2024
Python

emptysoal /TensorRT-v8-YOLOv5-v5.0

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++

k9ele7en /ONNX-TensorRT-Inference-CRAFT-pytorch

Advance inference performance using TensorRT for CRAFT Text detection. Implemented modules to convert Pytorch -> ONNX -> TensorRT, with dynamic shapes (multi-size input) inference.

text-detection tensorrt onnx onnx-torch tensorrt-conversion tensorrt-inference onnx-tensorrt

UpdatedAug 18, 2021
Python

bnabis93 /tensorrt-toy

tensorrt-toy code

tutorial deep-learning example pytorch tensorrt tensorrt-conversion

UpdatedAug 15, 2022
Python

ggluo /TensorRT-Cpp-Example

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++

jinyeom /torchrt

Simple tool for PyTorch >> ONNX >> TensorRT conversion

pytorch tensorrt onnx tensorrt-conversion

UpdatedAug 1, 2020
Python

MrLaki5 /TensorRT-onnx-dockerized-inference

Dockerized TensorRT inference engine with ONNX model conversion tool and ResNet50 and Ultraface preprocess and postprocess C++ implementation

docker cplusplus cpp face-detection preprocessing postprocessing resnet-50 tensorrt resnet50 ultraface tensorrt-conversion tensorrt-dockerization

UpdatedMar 1, 2023
C++

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