FaceXplorer

Klasifikasi Ekspresi Wajah Menggunakan Transfer Learning Berbasis DeepFace Terintegrasi CNN

Qoid Rif'at

210411100160

Control Panel

Pilih Skenario

Skenario 1: Transfer Learning

Skenario 2: CNN from Scratch

Learning Rate

Batch Size

Epoch

Input & Preprocessing

Drag & drop an image here, or click to select a file.

Original Image

Preprocessed Image (224x224)

Input for DeepFace

Hasil Klasifikasi & Metrik

Awaiting analysis...

No data to display.

Accuracy

98.0%

Precision

97.0%

Recall

98.0%

F1-Score

97.0%

Comparison: Transfer Learning vs. CNN Scratch

Simulated Loss and Accuracy over epochs.