AIJonas/nutrition5k-baseline-cnn-rgb-plus-depth-carb

Baseline CNN RGB + Depth Carbohydrate Regression

This model predicts dish-level carbohydrate content from overhead RGB images and overhead depth images from Nutrition5K.

Dataset

• Based on a filtered official split universe
• Train: 2421 dishes
• Validation: 334 dishes
• Test: 507 dishes

Architecture

• Dual-input CNN
• One RGB branch
• One depth branch
• Feature fusion head
• Dense regression output

Target

• total_carb