As part of a recent talk I did about my now-quite-old lyrics generator, I used the opportunity to update the code a bit and share a few of the trained models, including the world famous Gene Lyrica One. Pre-trained lyrics generator models Source code for lyrics generator The new “rock” models have similar performance to… Continue reading Lyrics generator talk
Tag: deep learning
Image captioning model
Progress is slow for my various hobby efforts to generate images, create lyrics or even detect my dog in an image, but I do still experiment a little bit when I have the time for it. Today, I ran through the image captioning tutorial from Tensorflow, because why not. I trained it on a reduced… Continue reading Image captioning model
Mighty mighty world
I found these lyrics hidden away in my notes. They were created using my updated lyrics generator earlier this year after retraining the neural network using a sentence embedding instead of a word embedding (lyrics generator code). I guess I was waiting to publish it as part of a larger post. No need. This masterpiece… Continue reading Mighty mighty world
Generating cartoon avatars with GANs
You might have heard of Deepfakes, which are images or videos where someone’s face is replaced by another person’s face. There are various techniques for creating Deepfakes, one of them being Generative Adversarial Networks (GANs). A GAN is a type of neural network that can generate realistic data from random input data. When used for… Continue reading Generating cartoon avatars with GANs
Neurons spike back
Neurons Spike Back (https://neurovenge.antonomase.fr/) was featured in the latest data science weekly newsletter. I would normally pass on such long articles, but the history of AI is interesting, so I gave it a shot. Reading the paper felt like a marathon, and I only completed it through sheer force of will, lots of coffee, and… Continue reading Neurons spike back