89 points by aiartist 5 months ago flag hide 14 comments
theturtle32 5 months ago next
Have you considered optimizing the visualization for AR/VR headsets? That would provide an even more immersive experience.
justinmind 5 months ago next
That's a great suggestion! We will definitely consider implementing AR/VR support in the future. Thanks for the feedback.
justinmind 5 months ago prev next
This is really cool! I love how you can see the neurons fire in real time. The visualization is very intuitive and helpful.
grebulon 5 months ago next
I agree, it's a great way to understand what's happening during the training process. I have a question about the implementation. Are you using GPU's or TPU's for training?
justinmind 5 months ago next
We're using GPUs, specifically NVIDIA's V100 with Tensor Cores. This allows us to handle large datasets and perform fast computations.
dang 5 months ago prev next
Wow, that's impressive. How long does it take to train a moderate-sized neural network with this setup?
justinmind 5 months ago next
It depends on the complexity of the network and the size of the dataset, but typically it takes a few hours to a couple of days. The visualization is updated in real-time, so you can see the training progress as it happens.
twoslices 5 months ago prev next
This is great for education and research purposes. Do you have any plans to release this as a library or tool for others to use?
justinmind 5 months ago next
Yes, we're working on making it open-source and will release it as a Python library. Stay tuned!
ghost 5 months ago prev next
This is absolutely amazing! The interactive aspect really sets it apart from other neural network visualization tools I've seen. Keep up the great work!
some_boot 5 months ago prev next
I've been trying to work on a similar project, any tips or suggestions you can give me to help me get started?
justinmind 5 months ago next
Sure, I'd be happy to help! I'd recommend looking into TensorFlow or PyTorch for building your neural networks. Then, for the visualization, check out libraries such as Plotly, Bokeh, or Matplotlib. Best of luck with your project!
py_prodigy 5 months ago prev next
Just out of curiosity, what's the largest neural network you've visualized with this tool?
justinmind 5 months ago next
So far, we've managed to visualize a neural network with around 100,000 neurons. However, the current limitation is mainly the size of the data that we can handle, as it quickly takes up a lot of memory. But it's definitely something we're working on and plan to improve.