keras2cpp vs keras-onnx

keras2cpp

This is a bunch of code to port Keras neural network model into pure C++. (by pplonski)

Suggest topics

Source Code

Suggest alternative

Edit details

keras-onnx

Convert tf.keras/Keras models to ONNX (by onnx)

Keras Onnx Tensorflow subclassing

DISCONTINUED

Suggest alternative

Edit details

InfluxDB - Power Real-Time Data Analytics at Scale

Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

www.influxdata.com

featured

SaaSHub - Software Alternatives and Reviews

SaaSHub helps you find the best software and product alternatives

www.saashub.com

featured

keras2cpp		keras-onnx
	Project
3	Mentions	2
675	Stars	329
-	Growth	-
10.0	Activity	4.4
about 4 years ago	Latest Commit	over 2 years ago
C++	Language	Python
MIT License	License	Apache License 2.0

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

keras2cpp

Posts with mentions or reviews of keras2cpp. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-12.

Way to convert keras based model to C++.
5 projects | /r/AskProgramming | 12 Feb 2023
Handwritten digit recognition using CircuitPython, Raspberry Pi Pico, OV7670 and 120x160 TFT LCD. r/circuitpython - Handwritten digit recognition using CircuitPython, Raspberry Pi Pico, OV7670 and 120x160 TFT LCD.
2 projects | /r/raspberry_pi | 4 Sep 2022
Deep learning classification with C++
3 projects | /r/MLQuestions | 30 Mar 2022

what about start with keras and convert model to c++ ? https://github.com/pplonski/keras2cpp https://github.com/serizba/cppflow

keras-onnx

Posts with mentions or reviews of keras-onnx. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-30.

Deep learning classification with C++
3 projects | /r/MLQuestions | 30 Mar 2022
[P] [D]How to get TensorFlow model to run on Jetson Nano?
4 projects | /r/MachineLearning | 2 Jun 2021

Conversion was done from Keras Tensorflow using to ONNX https://github.com/onnx/keras-onnx followed by ONNX to TensorRT using https://github.com/onnx/onnx-tensorrt The Python code used for inference using TensorRT can be found at https://github.com/jonnor/modeld/blob/tensorrt/tensorrtutils.py

What are some alternatives?

When comparing keras2cpp and keras-onnx you can also consider the following projects:

cppflow - Run TensorFlow models in C++ without installation and without Bazel

onnx-tensorrt - ONNX-TensorRT: TensorRT backend for ONNX

keras2c - A simple library to deploy Keras neural networks in pure C for realtime applications

RobustVideoMatting - Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

frugally-deep - A lightweight header-only library for using Keras (TensorFlow) models in C++.

MMdnn - MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

keras2cpp - it's a small library for running trained Keras 2 models from a native C++ code.

pytorch2keras - PyTorch to Keras model convertor

modeld - Self driving car lane and path detection

server - The Triton Inference Server provides an optimized cloud and edge inferencing solution.