MMdnn
keras-onnx
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MMdnn | keras-onnx | |
---|---|---|
3 | 2 | |
5,774 | 329 | |
0.1% | - | |
0.0 | 4.4 | |
6 months ago | over 2 years ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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.
MMdnn
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Appleās New M1 Chip is a Machine Learning Beast
Yes. But that's missing the point. Almost everything in the space uses a framework other than Core ML. Therefore most people need good development support for PyTorch/Tensorflow etc., not Core ML. The fact that Apple has a tool to import/convert models is nice, but not relevant. Also, there is onnx as an exchange format between the frameworks, and tools like MMdnn and others.
keras-onnx
- Deep learning classification with C++
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[P] [D]How to get TensorFlow model to run on Jetson Nano?
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?
onnx-tensorrt - ONNX-TensorRT: TensorRT backend for ONNX
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
RobustVideoMatting - Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
yolor - implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)
coremltools - Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
redisai-examples - RedisAI showcase
keras-ncp - PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models
torchinfo - View model summaries in PyTorch!
pytorch2keras - PyTorch to Keras model convertor
tensorflow_macos - TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.
deepo - Setup and customize deep learning environment in seconds.
keras2cpp - This is a bunch of code to port Keras neural network model into pure C++.