E-commerce Product Classification

Multimodal product classification using NLP and CNNs. Text + image-based models with feature extraction, transfer learning and evaluation.

Methods

• Text: BoW, TF-IDF, Word2Vec, BERT
• Image: CNN, transfer learning
• Dimensionality reduction
• Model comparison

Dataset

Public e-commerce dataset (Flipkart)

Results

See notebooks for detailed evaluation.