emptysoal/TensorRT-YOLOv8

Stars
45
Rank 624,037 (Top 13 %)
Language
C++
License
MIT License
Created 6 months ago
Updated about 2 months ago

emptysoal/TensorRT-YOLOv8

emptysoal

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

TensorRT-YOLOv8-ByteTrack

An object tracking project with YOLOv8 and ByteTrack, speed up by C++ and TensorRT.

cuda-image-preprocess

Speed up image preprocess with cuda when handle image or tensorrt inference

tensorrt-experiment

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

VideoRestore

Enhance video resolution

YOLOv5-TensorRT-lib-Python

The code of YOLOv5 inferencing with TensorRT C++ api is packaged into a dynamic link library , then called through Python.

Deepsort-YOLOv5-TensorRT

An object tracking project with YOLOv5-v5.0 and Deepsort, speed up by C++ and TensorRT.

keypoint-resnet50

Based on ResNet50, detect keypoint, and use keypoint perspective transform image.

TensorRT-v8-YOLOv5-v5.0

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

TensorRT-YOLO11

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

Coco-Mask-Transform

Coco标注格式和Mask标注格式相互转换

concurrent_communion

python socket concurrent mysql

PyTorch-Resnet

vit-tensorrt

Flask-Gunicorn-Nginx

Flask配合Nginx部署示例

Kafka-Docker-Python

使用docker构建kafka环境，并通过python调用kafka接口

kafka-build

搭建Kafka环境

PyTorch-UNet

base on pytorch, build U-Net training self-dataset(mouse and keyboard)

mask-rcnn-pytorch

RabbitMQ-Docker-Python

在docker中分别构建rabbitMQ和python环境，并通过python调用rabbitMQ

lstm-torch2trt

Build a simple LSTM example using pytorch, and then convert the model in pytorch format to onnx and tensorrt format, in turn.