Dive into the final part of a comprehensive hands-on coding workshop focused on advanced deep learning techniques for satellite imagery. Learn remote debugging with Weights & Biases, save and reload models with custom metrics and loss functions, generate activation and gradient outputs with heatmaps, and deploy a model serving application on Hugging Face. Explore topics such as remote debugging, model persistence, custom image prediction, activation visualization, and creating a prediction app with Gradio UI. Follow along with step-by-step instructions and access the complete source code on GitHub to enhance your skills in processing and analyzing satellite image data using deep learning methods.
Advance Deep Learning Workshop for Satellite Imagery - Model Export & Production