https://github.com/rudrowo/neuromancer
Real-time 3D visualilzer for neural networks running on the ONNX runtime
https://github.com/rudrowo/neuromancer
convolutional-neural-networks onnxruntime-web svelte threejs visualization
Last synced: about 1 year ago
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Real-time 3D visualilzer for neural networks running on the ONNX runtime
- Host: GitHub
- URL: https://github.com/rudrowo/neuromancer
- Owner: rudrOwO
- Created: 2024-12-30T20:27:10.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-01-11T07:08:37.000Z (over 1 year ago)
- Last Synced: 2025-01-11T08:18:24.005Z (over 1 year ago)
- Topics: convolutional-neural-networks, onnxruntime-web, svelte, threejs, visualization
- Language: TypeScript
- Homepage:
- Size: 5.2 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Neuromancer
Neural Network Visualilzer
## Tech Used
- [Svelte - UI framework](https://svelte.dev/)
- [Threlte - 3D library based on svelte and three.js](https://threlte.xyz)
- [Open Neural Network Exchange - ONNX Web Runtime](https://onnxruntime.ai)
## Workflow
## Available Models
1. [ convolutional neural network for identifying handwritten digits (MNIST dataset) ](https://github.com/onnx/models/tree/main/validated/vision/classification/mnist)
> [!NOTE]
> This is a work in progress, more model visualizations are coming soon (e.g squeezeNet, alexNet)
### Inspired by
- [These YouTube Videos](https://www.youtube.com/playlist?list=PLYLFPRdcr4f3uq4ji1JgXTt0gITCitG45)
- [Netron](https://github.com/lutzroeder/netron)
- [Transformer Explainer](https://github.com/poloclub/transformer-explainer)