356 Open source projects that are alternatives of or similar to pnn

Support Yolov5(4.0)/Yolov5(5.0)/YoloR/YoloX/Yolov4/Yolov3/CenterNet/CenterFace/RetinaFace/Classify/Unet. use darknet/libtorch/pytorch/mxnet to onnx to tensorrt

Face recognition using facenet

Programmatically find and read labels using Machine Learning

ODAM - Object detection and Monitoring

Deep Learning Applications (Darknet - YOLOv3, YOLOv4 | DeOldify - Image Colorization, Video Colorization | Face-Recognition) with Google Colaboratory - on the free Tesla K80/Tesla T4/Tesla P100 GPU - using Keras, Tensorflow and PyTorch.

Modular tool that extracts images and labels from multiple datasets and parses them to Darknet format.

Darknet on OpenCL Convolutional Neural Networks on OpenCL on Intel & NVidia & AMD & Mali GPUs for macOS & GNU/Linux

CCFDF rebar detection

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

Good info about DeepWeb and OSINT

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

A repository of Tor hidden services.

The Devils Eye is an OSINT tool that extracts onion links and descriptions that match with the users query from the Darkweb, without requiring the use for Tor.

Gluon to PyTorch deep neural network model converter

Tool to evaluate deep-learning detection and segmentation models, and to create datasets

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

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 …

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

An easy to use PyTorch to TensorRT converter

Implementation of popular deep learning networks with TensorRT network definition API

Deep learning gateway on Raspberry Pi and other edge devices

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

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

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

PyTorch ,ONNX and TensorRT implementation of YOLOv4

PyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT

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

RepVGG TensorRT int8 量化，实测推理不到1ms一帧！

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

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.

A multi object tracking Library Based on tensorrt

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... 🐋🔥

You can import this module directly

C++ library based on tensorrt integration

TensorRT for SOLO(use python)

TensorRT person tracking RFBNet300

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

Yolov3 on tensorflow2.0 and tensorrt7.0

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

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.

Sample projects for TensorRT in C++

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

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

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

tensorrt int8 量化yolov5 onnx模型

A c++ implementation of yolov5 and deepsort

🍅🍅🍅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~

Object detection for video surveillance

Use PyTorch model in C++ project

Tensorflow to TensorRT Model Converter

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

A flexible Python front-end inference SDK based on TensorRT

openpose, yolov3 with tiny-tensorrt

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

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.

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