240 Open source projects that are alternatives of or similar to deepstream_tao_apps

This is a highly separated deployment project based on Deepstream , including the full range of Yolo and continuously expanding deployment projects such as Ocr.

YOLOv4 object detector using TensorRT engine

SimpleAICV:pytorch training example on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012 datasets.Include ResNet/DarkNet/RetinaNet/FCOS/CenterNet/TTFNet/YOLOv3/YOLOv4/YOLOv5/YOLOX.

PyTorch ,ONNX and TensorRT implementation of YOLOv4

YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

Yolov3 on tensorflow2.0 and tensorrt7.0

You can import this module directly

Implementation of popular deep learning networks with TensorRT network definition API

Docker scripts for building ONNX Runtime with TensorRT and OpenVINO in manylinux environment

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

Sample projects for TensorRT in C++

TensorRT person tracking RFBNet300

This demo uses a deep neural network and two generic cameras to perform 3D pose estimation.

Use the Intel D435 real-sensing camera to realize object detection based on the Yolov3-5 framework under the Opencv DNN(old version)/TersorRT(now) by ROS-melodic.Real-time display of the Pointcloud in the camera coordinate system.

deepstream.io server

⚡ Open-source software for deep learning-based digital pathology

PyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT

tensorrt int8 量化yolov5 onnx模型

Got 100fps on TX2. Got 500fps on GeForce GTX 1660 Ti. If the project is useful to you, please Star it.

🚀🚀🚀NVIDIA TensorRT 加速推断教程！

Tengine is a lite, high performance, modular inference engine for embedded device

tensorRt-inference darknet2onnx pytorch2onnx mxnet2onnx python version

Object detection for video surveillance

Tensorflow to TensorRT Model Converter

TensorRT Examples (TensorRT, Jetson Nano, Python, C++)

A flexible Python front-end inference SDK based on TensorRT

TensorRT for SOLO(use python)

Deep learning gateway on Raspberry Pi and other edge devices

Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection

C++ Helper Class for Deep Learning Inference Frameworks: TensorFlow Lite, TensorRT, OpenCV, OpenVINO, ncnn, MNN, SNPE, Arm NN, NNabla, ONNX Runtime, LibTorch, TensorFlow

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Deep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

A multi object tracking Library Based on tensorrt

This project generates images you've probably seen in autonomous driving demo. Object Detection, Lane Detection, Road Segmentation, Depth Estimation using TensorRT

No description or website provided.

Efficient ML Filter Runtimes for VapourSynth (with built-in support for waifu2x, DPIR, RealESRGANv2, and Real-CUGAN)

This repository deploys YOLOv4 as an optimized TensorRT engine to Triton Inference Server

This repository consists for gpu bootcamp material for HPC and AI

A c++ implementation of yolov5 and deepsort

More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam，dcn and so on), and tensorrt

🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~

Real-time hand pose estimation and gesture classification using TensorRT

Use PyTorch model in C++ project

RepVGG TensorRT int8 量化，实测推理不到1ms一帧！

Example of loading a Keras model into TensorRT C++ API

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and …

openpose, yolov3 with tiny-tensorrt

This repo is a C++ version of yolov5_deepsort_tensorrt. Packing all C++ programs into .so files, using Python script to call C++ programs further.

Multiple types of NN model optimization environments. It is possible to directly access the host PC GUI and the camera to verify the operation. Intel iHD GPU (iGPU) support. NVIDIA GPU (dGPU) support.

nanodet int8 量化，实测推理2ms一帧！

pnn is Darknet compatible neural nets inference engine implemented in Rust.

车牌识别，基于HyperLPR实现，修改模型调用方法，使用caffe+tensorRT实现GPU加速，修改了车牌检测模型

TensorRT int8 量化部署 yolov5s 模型，实测3.3ms一帧！

An easy to use PyTorch to TensorRT converter

This repository contains a docker image that I use to develop my artificial intelligence applications in an uncomplicated fashion. Python, TensorFlow, PyTorch, ONNX, Keras, OpenCV, TensorRT, Numpy, Jupyter notebook... 🐋🔥

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

Custom Object Detection With YoloV3

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

The purpose of this project is to apply mediapipe to more AI chips.