#371 · Primary category: Computer Vision

quiver

convolutional-neural-networks deep-learning visualization

Interactive convnet features visualization for Keras

Project last updated:09/04/20

GitHub Stars

1.8K

Forks

224

Contributors

11

License

MIT

Why we included this project

Quiver gives you a visual look inside a trained Keras convolutional network. You launch a local web dashboard with your model, feed it images, and it shows the activation maps and top predictions for every layer, so you can actually watch what each filter responds to. That makes it handy for debugging misclassifications or explaining convnet internals to students, because you see the failure modes instead of just staring at accuracy numbers. Setup is minimal: one line of code starts the server, and you can pass class labels and an input folder. It doesn't replace Keras; it sits alongside it and works with whatever model you already have.

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