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# System prepended metadata

title: '01/16/25 Meeting Notes #18'
tags: [meetings]

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# 01/16/25 Meeting Notes #18
# This Week's Progress 這週進度
# Classification Model 1 (garment classification)
* Tried classifying VISUELLE dataset using model1. 
    * Problems: Most of the clothing items were classified wrongly. Still need to improve the model.  

# Classification model 2 (style classification)
Tried to use the dataset to train classification model 2.
![train_graph(69.91%)](https://hackmd.io/_uploads/r1I0dfIvJx.jpg)
![train_confmat(69.91%)](https://hackmd.io/_uploads/HJfZKfUDyl.jpg)

# Dataset
* Model1 dataset 
    * 3761 files in 01Dress
    * 4017 files in 02Shirt
    * 4377 files in 03Tshirt
    * ***1492*** files in 04Hoodie -> 3043
    * ***2053*** files in 05Sweater -> 3081 
    * **1396** files in 06PoloShirt -> 2049
    * 4899 files in 07Pants
    * 3849 files in 08Shorts
    * 3022 files in 09Skirt
    * 3871 files in 10Flats
    * ***265*** files in 11Heels 
    * ***1703*** files in 12Shoes
    * 3816 files in 13Sneakers
    
* Model2 dataset 
    * 220 Bohemian 
    * 1588 Casual 
        * 419 beach 
        * 1169 casual
    * 1528 Formal -> 1527 Formal 
    * 1510 Semi-Formal -> 1703 Semi-Formal
        * 308 buisness casual -> 349 buisness casual
        * 917 classic -> 978 classic 
        * 285 preppy -> 376 preppy
    * 349 Sporty 
    * 380 Streetwear
    
# Generative Model 
Lost all data, laptop drive crashed.

# NSTC Proposal 
Finished writing the NSTC Proposal.
https://docs.google.com/document/d/1BVFdVj92j1GGW5aQRl5k04Tw_gCovDSvi79kTu5ItPA/edit?usp=sharing

# To Do 需做
* Dataset for model1: 06PoloShirt, 11Heels, 12Shoes
* Add more variety to model1 dataset so that the model can be more adaptive
* try testing model 1 with a different style of clothes
* model 2 accuracy is low, need at least 80%. Dataset count for boho, sport and streetwear is also low, need to increase
# Next Weeks's Meeting 下週會議


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