THE-NIKHIL07/sentiment_model_Conv1D

Conv1D Sentiment Analysis Model

This is a Keras Conv1D model trained on the IMDB movie review dataset for binary sentiment classification.

• Labels: 0 = Negative, 1 = Positive
• Preprocessing: TextVectorization layer included inside the model
• Architecture: Embedding -> Conv1D -> GlobalMaxPooling -> Dense layers
• Embeddings: Can use pretrained embeddings or trainable embeddings

Usage Example

from tensorflow.keras.models import load_model

model = load_model("sentiment_model.keras")
pred = model.predict(["This movie was amazing"])
print(pred)

This model was trained in Google Colab.