# 10/31/24 Meeting Notes #11 # This Week's Progress 這週進度 ## Classification Model #1 - No progress `無進度` ## Classification Model #2 - Tested model accuracy using *FashionStyle14* dataset. This dataset has already been categorized into 13 categories `目前正在使用 FashionStyle14 數據集測試模型準確度。此數據集已分為 13 個類別。` - FashionStyle14 categories ``` -- Conservative -- Dressy -- Ethnic -- Fairy -- Feminine -- Gal -- Casual -- Lolita -- Mode -- Natural -- Retro -- Rock -- Street ``` - After training the model with 50 epochs, the results are `模型訓練50回合結果`: - Training accuracy `訓練準確率`: 91.91% - Test accuracy`測試準確率`: 53.93% ![image](https://hackmd.io/_uploads/Bk6HmdxWyl.png) ![ConfMat](https://hackmd.io/_uploads/B1rIQOgZkg.png) ## Generative Model - Finished installing psbody in docker `已在Docker完成下載psbody` ![Screenshot 2024-10-30 231714](https://hackmd.io/_uploads/HJ7LfJxW1g.png) - Missing PyOpenGL source for MeshViewer `缺少 MeshViewer 的 PyOpenGL 原始碼` ![Screenshot 2024-10-30 232806](https://hackmd.io/_uploads/rJdFM1gZJe.png) - Learning how to properly use the container in docker `正在學習如何正確使用 Docker 中的 container` ## Datasets - Will use *Fashion550k* dataset for classification model #2 training instead of dataset from *Dress Code: High-Resolution Multi-Category Virtual Try-On (ECCV 2022)* `分類模型#2的訓練改換使用 Fashion550k 數據集, 不再用 Dress Code: High-Resolution Multi-Category Virtual Try-On (ECCV 2022) 的數據集` - Currently still dividing *Fashion550k* dataset into its respective categories (Casual, Business, Semi-Formal, Sporty, and Vintage) (Total 405,500 photos) `目前正在將 Fashion550k 數據集分類到其各自的類別中(休閒、正式、半正式、運動風和復古),共計 405,500 張照片。` # To Do 需做 - Divide as many *Fashion550k* dataset as possible. `把 *Fashion550k* 數據集分完` - If finish dividing *Fashion550k* dataset, will do VISELLE dataset, which will be used for classification model #2 testing. This dataset will need to be divided into its categories (shirt, t-shirt, pants, etc.) then merge with model. `若 *Fashion550k* 數據集分完,接下來會分 *VISELLE* 數據集。這個數據會用在分類模型 #2 的測試。此數據集需按類別(如襯衫、T 恤、褲子等)分類,並與模型合併。` # Next Weeks's Meeting 下週會議 --- Previous: [10/24/24 Meeting Notes #10](https://hackmd.io/@emps-113up/meeting10) Next: [11/07/24 Meeting Notes #12](https://hackmd.io/@emps-113up/meeting12) Full Content List [here](https://hackmd.io/@emps-113up/full-list)