Table 5 Experimental setup.

From: SpinachXAI-Rec: a multi-stage explainable AI framework for spinach freshness classification and consumer recommendation

Platform

Processor / GPU

RAM

Frameworks used

Use case

Local System

Intel Core i3 (8th Gen)

16 GB

Python, TensorFlow, Keras

Preprocessing, light CNN training

Google Colab Pro + 

NVIDIA A100 GPU

High-RAM (Pro +)

Python, TensorFlow, Keras, TPU backend enabled

Full model training, transformer + SVM training