onnx-tensorrt VS modeld

Compare onnx-tensorrt vs modeld and see what are their differences.

onnx-tensorrt

ONNX-TensorRT: TensorRT backend for ONNX (by onnx)

modeld

Self driving car lane and path detection (by jonnor)
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onnx-tensorrt modeld
4 1
2,722 0
1.5% -
4.8 0.0
about 2 months ago almost 3 years ago
C++
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.

onnx-tensorrt

Posts with mentions or reviews of onnx-tensorrt. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-06-02.
  • [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

modeld

Posts with mentions or reviews of modeld. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-06-02.
  • [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 onnx-tensorrt and modeld you can also consider the following projects:

onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

TensorRT - NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

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

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

deepC - vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers

keras-onnx - Convert tf.keras/Keras models to ONNX

gl_cadscene_rendertechniques - OpenGL sample on various rendering approaches for typical CAD scenes