netron
pytorch-summary
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netron | pytorch-summary | |
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32 | 2 | |
25,755 | 3,932 | |
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9.9 | 0.0 | |
6 days ago | 27 days ago | |
JavaScript | Python | |
MIT License | MIT License |
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.
netron
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Exploring Open-Source Alternatives to Landing AI for Robust MLOps
In exploring open-source projects, I've come across several promising tools capable of managing deep-learning models for images. Significantly, tools such as NETRON provide visualization of neural networks, while SHAP can be used for evaluating the significance of outputs.
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Operationalize TensorFlow Models With ML.NET
We need to find out the exact input and output tensor names. A tool like Netron makes this super easy. Open the original .tflite and/or the ONNX model in Netron and click the Model Properties button in the lower left corner.
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Visualize PyTorch Models with NNViz
How is this different from e.g Netron https://github.com/lutzroeder/netron
- FLaNK Stack for 15 May 2023
- ChatGPT creates mostly insecure code, but won't tell you unless you ask
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[D] Tools for drawing/visualising Neural Networks that are pretty?
This looks like it could be pretty cool: https://github.com/lutzroeder/netron
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yolov7-pose: What does the output layers of an exported onnx model mean?
Export complete (11.20s). Visualize with https://github.com/lutzroeder/netron."
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Text generation with GPT-2 in Ruby
Put gpt2-lm-head-10.onnx in the same directory as the script. You can browse the content of ONNX models using NETRON.
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YOLOv7 object detection in Ruby in 10 minutes
Browser: Start the browser version.
View on GitHub
pytorch-summary
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Conv3D
could try this package, pytorch-summary package if you havent
What are some alternatives?
openpilot - openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for 250+ supported car makes and models.
ncnn - ncnn is a high-performance neural network inference framework optimized for the mobile platform
models - Models and examples built with TensorFlow
pwnagotchi - (⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
PlotNeuralNet - Latex code for making neural networks diagrams
livelossplot - Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
onnx-tensorflow - Tensorflow Backend for ONNX
Synaptic.js - architecture-free neural network library for node.js and the browser
aws-mlu-explain - Visual, Interactive Articles About Machine Learning: https://mlu-explain.github.io/
deepdetect - Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
models - A collection of pre-trained, state-of-the-art models in the ONNX format
tensorflow - An Open Source Machine Learning Framework for Everyone