| | --- |
| | language: |
| | - id |
| | --- |
| | # SakitLearn – AI Interview Platform Model |
| |
|
| | Repositori ini menyimpan hasil pelatihan model AI dalam format `.h5` dan `.pkl`, baik untuk model FER maupun model NLP. Model ini dapat digunakan langsung untuk inferensi atau integrasi ke sistem platform wawancara kerja AI. |
| |
|
| | ## 📦 Model yang Tersedia |
| |
|
| | ### Facial Expression Recognition (FER) |
| | - `efficientnetb0.h5` |
| | - `mobilenetv2.h5` |
| | - `resnet50.h5` |
| | - `vgg19.h5` |
| | - `sequential.h5` |
| |
|
| | ### History Training |
| | - `history_<model>.pkl` |
| |
|
| | ### Natural Language Preprocessing (NLP) |
| | - `.model_NLP_Bert_Pre-trained.pkl` |
| | - `model_NLP_SVM.pkl` |
| |
|
| | ## 🔧 Contoh Penggunaan |
| | ```python |
| | from keras.models import load_model |
| | model = load_model("mobilenetv2.h5") |
| | ``` |
| | ```python |
| | import pickle |
| | with open("mobilenetv2_history.pkl", "rb") as f: |
| | history = pickle.load(f) |
| | ``` |
