xcnkx / fine_grained_classification

fine_grained_classification

Studying fine grained classification on CUB2002011 dataset. This repo contains:

• Implementation of "Multi-Attention Multi-Class Constraint for Fine-grained Image Recognition" without MAMC loss function. (No plans to MAMC module implementation now)
• Implementation of [MIRU2018] Global Average Poolingの特性を用いたAttention Branch Network

Networks

• ResNet50
• ResNet50 + OSME
• InceptionV3
• InceptionV3 + OSME
• SE-InceptionV3
• SE-InceptionV3 + OSME
• SE-InceptionV3 + Attention Branch Network