Giving Odin Intelligence

1. onnxruntime

   1 65 16,933 9.9 C++

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

   

   I've found a suitable for my idea ONNX example. I'm going to use this example as a strong foundation for the project. But to make things more interesting I'll add just a few enhancements:

2. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

3. netron

   2 42 30,453 9.8 JavaScript

   Visualizer for neural network, deep learning and machine learning models

   

   use handy visualizers, for example, https://netron.app/

4. onnx-odin-bindings

   3 1 6 5.9 Odin

   Tool to translate C ONNX headers into Odin.

   

   Long story short. I've already made Odin bindings for ONNX. And I'll use those bindings in the project. I have to say that this post is not about bindings generation. Still, we'll compare the C and Odin versions of the code to get an idea about the usage of C APIs in Odin.

5. onnx-odin-squeezenet-inference-demo

   4 1 0 3.6 Odin

   Inference of SqueezeNet.onnx model on CUDA with Odin

   

   The full code described in the post is available on GitHub: https://github.com/yevhen-k/onnx-odin-squeezenet-inference-demo

6. models

   5 9 8,505 4.5 Jupyter Notebook

   A collection of pre-trained, state-of-the-art models in the ONNX format (by onnx)

   

   curl https://github.com/onnx/models/raw/main/validated/vision/classification/squeezenet/model/squeezenet1.0-8.onnx -Lso squeezenet1.0-8.onnx

7. SaaSHub

   www.saashub.com featured

   SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

   

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