FastDeploy VS TNN

Compare FastDeploy vs TNN and see what are their differences.

FastDeploy

⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support. (by PaddlePaddle)
Android Jetson Tensorrt Onnxruntime object-detection Yolov5 Openvino picodet uie graphcore Intel kunlun rockchip serving Onnx stable-diffusion yolov8
Source Code
paddlepaddle.org.cn
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TNN

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 performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework. (by Tencent)
Deep Learning mnn Ncnn Inference Pytorch Tensorflow Coreml Tensorrt tengine Openvino face-detection hairsegmentaion OCR
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FastDeploy TNN
5 1
2,715 4,289
1.9% 0.6%
7.5 1.9
13 days ago 12 days ago
C++ C++
Apache License 2.0 GNU General Public License v3.0 or later
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FastDeploy

Posts with mentions or reviews of FastDeploy. We have used some of these posts to build our list of alternatives and similar projects.

TNN

Posts with mentions or reviews of TNN. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-09-06.

What are some alternatives?

When comparing FastDeploy and TNN you can also consider the following projects:

mmdeploy - OpenMMLab Model Deployment Framework

MNN - MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

tensorRT_Pro - C++ library based on tensorrt integration

Stable-Diffusion-NCNN - Stable Diffusion in NCNN with c++, supported txt2img and img2img

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

libfacedetection - An open source library for face detection in images. The face detection speed can reach 1000FPS.

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

EAST - A tensorflow implementation of EAST text detector

maps-core - The lightweight and modern Map SDK for Android and iOS

dlstreamer - This repository is a home to Intel® Deep Learning Streamer (Intel® DL Streamer) Pipeline Framework. Pipeline Framework is a streaming media analytics framework, based on GStreamer* multimedia framework, for creating complex media analytics pipelines.

useful-transformers - Efficient Inference of Transformer models

ncnn - ncnn is a high-performance neural network inference framework optimized for the mobile platform

FastDeploy vs mmdeploy TNN vs MNN FastDeploy vs tensorRT_Pro TNN vs Stable-Diffusion-NCNN FastDeploy vs deepdetect TNN vs libfacedetection FastDeploy vs jetson-inference TNN vs EAST FastDeploy vs maps-core TNN vs dlstreamer FastDeploy vs useful-transformers TNN vs ncnn