Merge branch 'main' of https://github.com/Faralha/Bubble-Cleaner

Author: Faralha

README.md

@@ -16,13 +16,39 @@ Bubble Cleaner for manga using the YOLOv11-segmented model, optimized for faster
 
 ![H-010_debug_grid2](https://github.com/user-attachments/assets/495a8bc0-008f-4a75-af25-1d49496bc9cc)
 
+## Training Model
+Training dilakukan di Google Colab menggunakan gpu T4, dengan epoch 200 (berhenti di epoch 54 karena tidak ada peningkatan).
+
+Confusion Matrix
+
+![confusion_matrix_normalized](https://github.com/user-attachments/assets/fb646197-fea5-424f-a9ce-723647460344)
+
+
+Sebaran Label/Dataset
+
+![labels](https://github.com/user-attachments/assets/eeb3ff40-4ae1-4225-a702-8219eaca8096)
+
+
+Hasil Akhir
+
+![results](https://github.com/user-attachments/assets/21c0772f-f297-474c-bfe7-bb2a1230a451)
+
+| iterasi epoch | train/box_loss | train/seg_loss | metrics/precision(B) | metrics/recall(B) | metrics/mAP50(B) | metrics/mAP50(M) |
+| :----: | :-----: | :-----: | :-----: | :-----: | :-----: | :-----: |
+| 54 | 0.2383 | 0.28144 | 0.86595 | 0.80737 | 0.82864 | 0.82972 |
+
+Untuk hasil iterasi epochs secara lengkap dapat melihat pada link ini: https://drive.google.com/file/d/1lJIBTGtpXOicD8E6ZnQcW2NUkYRSgfY4/view?usp=drive_link
+
+## To-Do List
+- Increase Dataset Variations
+- Improve Post-processing, especially for joined bubble
 
 ## Run Locally
 
 Clone the project
 
 ```bash
-  git clone https://github.com/faralha/bubble-cleaner.git
+  git clone https://github.com/faralha/Bubble-Cleaner.git
 ```
 
 Go to the project directory