4 items tagged “fastai”
2024
This is a very friendly and supportive place where you are surrounded by peers - we all want to help each other succeed. The golden rule of this server is:
Don't ever try to impress anyone here with your knowledge! Instead try to impress folks here with your desire to learn, and desire to help others learn.
2023
From Deep Learning Foundations to Stable Diffusion. Brand new free online video course from Jeremy Howard: 30 hours of content, covering everything you need to know to implement the Stable Diffusion image generation algorithm from scratch. I previewed parts of this course back in December and it was fascinating: this field is moving so fast that some of the lectures covered papers that had been released just a few days before.
2018
jantic/DeOldify (via) “A Deep Learning based project for colorizing and restoring old images”. Delightful (and well documented) project that uses a Self-Attention Generative Adversarial Network to colorize old black and white photos, with extremely impressive results. Built on an older version of the fastai library, and trained by running for several days on a 1080TI graphics card.
Automatically playing science communication games with transfer learning and fastai
This weekend was the 9th annual Science Hack Day San Francisco, which was also the 100th Science Hack Day held worldwide.
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