Update README.md

README.md

@@ -31,6 +31,23 @@ This set contains two models trained in the context of a thesis on emotion recog
 
 Both models are in `.h5` format and were developed using TensorFlow and Keras. They have been fine-tuned to capture emotional expressions relevant to educational environments.
 
+
+**Note on Model Loading**:
+- The **FacialModel** can be loaded using standard Keras methods:
+  ```python
+  model = tf.keras.models.load_model("FacialModel-8177.h5")
+  ```
+- The **TextModel** uses custom objects (e.g., `TFRobertaModel`). You must specify them when loading the model:
+  ```python
+  from transformers import TFRobertaModel
+  from tensorflow.keras.models import load_model
+
+  def custom_objects_fn_roberta():
+        return {'TFRobertaModel': TFRobertaModel}
+
+  model = load_model("TextModel-0.7836.h5", custom_objects=custom_objects_fn_roberta())
+  ```
+
 This resource has been shared for scientific reproducibility and to support academic and technical analysis.
 
 ## Source Code Repository