Model 3.1 Release 🎨 📝 🐛 ⚡ 🔧

[Thomasbehan]

🎨 📝 🐛 ⚡ 🔧 Update styles, rename project, remove bad augmentations, add hparam tuner, and update frontend

🎨 Change the style of the buttons so they don't overlap each other and other elements. 📝 Rename project to LesNet (Lesion Net). 🐛 Remove bad augmentations that affect training data. ⚡ 🔧 Add hyperparameter tuner (experiments). 🎨 Update frontend with a new look and feel. ⚡ 🔧 Update batch size and learning rate configurations, add data augmenter and improve inference. Changes include:

• Setting batch size to 256.
• Updating starting learning rates to 0.001.
• Adding a data augmenter that does not require downloading all images.
• Making inference and label improvements.
• Introducing a new model quantize command.
• Directory cleanup.
• adjusting learning rate cooldown to 5 and lr patience to 7 and early stopping to 42 - more aggressive training

[render[bot]]

Your Render PR Server URL is https://skinvestigator-pr-44.onrender.com.

Follow its progress at https://dashboard.render.com/web/srv-cpf514m74orc73a56t90.