MetaDB
+-- Categorical (annotation type)
| +-- UCF101 (target dataset for feature extraction)
| +-- WithoutTune (fine-tune type)
| +-- R3D18 (model type)
| +-- db (where stored numpy array)
| +-- prototype
| +-- query
| +-- args.txt (arguments of feature extractor)
| +-- meta.json (it needs when conduct matching test)
| ({label|category: {db: sub-directory path list for db, prototype: ... for prototype, query: ... for query}})
| +-- R3D34
| +-- same above R3D18
| +-- R3D50
| +-- same above R3D18
| +-- R2Plus1D18
| +-- same above R3D18
| +-- R2Plus1D34
| +-- same above R3D18
| +-- R2Plus1D50
| +-- same above R3D18
| +-- Categorical
| +-- same above WithoutTune
| +-- FewShot
| +-- same above WithoutTune
| +-- HMDB51
| +-- same above UCF101
| +-- ActivityNet
| +-- same above UCF101
+-- Sampled
+-- same above Categorical