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[GH-ISSUE #108] CLIP image generator #99
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Originally created by @defgsus on GitHub (May 24, 2021).
Original GitHub issue: https://github.com/openai/CLIP/issues/108
Much thanks you guys for developing and releasing this amazing model.
I made a tool that produces images using CLIP using similar techniques as in feature visualization. It allows defining the training pipeline in configuration files, instead of python code.
github.com/defgsus/clipig/
The documentation includes a walk-through with some nice examples.
It's an early release but well documented because i'm interested in some community feedback.
@jongwook commented on GitHub (Jul 19, 2021):
Great work! I think it's meaningful to have an image generator that does not rely on a separate generative model like GANs, in order to visualize what exactly CLIP learns, as opposed to what CLIP can steer along the data manifold learned by a GAN.
For the sake of keeping only the ongoing/active issues open, I'll keep this one closed for now. Thanks!