“Text-to-Color” from Scratch with CLIP, PyTorch, and Hugging Face Spaces
Example input and output from the Gradio app built using the Text to Color model. Moving from left to right,…
Using CLIP and Gradio to assess similarity between text prompts and ranges of colors
Link to Colab notebook Hugging Face Space Intro OpenAI’s CLIP model and related techniques have taken the field of machine…
Weight Initialization In Deep Neural Networks
Photo by Graphic Node on Unsplash Very deep neural networks can suffer from either vanishing or exploding gradients. This is because the main operation…
Using TensorFlow in Comet
Photo by Alex Knight on Unsplash Neural Networks are a subset of artificial intelligence, aiming at modeling the human brain through mathematical concepts.…
New Integration: Comet and Ray
We’re excited to announce another excellent integration with Comet — Ray! This integration allows data scientists to leverage Comet’s experiment tracking…
New Integration: Comet + Catalyst
We’re excited to announce another excellent and powerful integration with Comet — Catalyst! This integration allows you to leverage Comet’s logging…
Deep Learning Techniques You Should Know in 2022
Over the years, Deep Learning has really taken off. This is because we have access to a lot more data…