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hi_fgic

Hierarchical Fine-Grained Image Classification

Package Structure

hi_fgic
├── __init__.py
├── img_util
│   ├── __init__.py
│   ├── segment.py
│   ├── padding.py
│   └── scale_pad.py
├── baseline_classifier
│   ├── __init__.py
│   ├── b_leeds_butterfly.py
│   ├── b_stanford_dogs.py
│   ├── b_cub_200.py
│   └── b_fashion.py
└── hi_classifier
	├── __init__.py
    ├── hi_leeds_butterfly.py
    ├── hi_stanford_dogs.py
    ├── hi_cub_200.py
    └── hi_fashion.py

Fine Grained Image Classification

Dataset

Non FG Hierarchical

FG Non-hierarchical

Small Scale
Layer 1: 2 Family

0:Nymphalidae
1:NonNymphalidae

Layer 2: 8 Genus

0: Danaus
1: Heliconius	
2: Junonia
3: Lycaena
4: Nymphalis	
5: Papilio	
6: Pieris	
7: Vanessa

Layer 3: 10 Species (FG classes)

001: Danaus plexippus
002: Heliconius charitonius	
003: Heliconius erato	
004: Junonia coenia	
005: Lycaena phlaeas
006: Nymphalis antiopa	
007: Papilio cresphontes	
008: Pieris rapae	
009: Vanessa atalanta	
010: Vanessa cardui

Medium scale

B-CNN

Github Project Webpage

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