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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: mit
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+ tags:
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+ - text-classification
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+ - keras
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+ - h5-model
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+ - custom-model
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+ language:
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+ - en
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+ pipeline_tag: text-classification
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+ ---
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+
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+ # 🧠 Text Classification Model
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+
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+ This repository hosts a custom-trained **text classification model** saved in Keras `.h5` format. The model is designed to classify textual inputs into one or more predefined categories.
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+
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+ ## 📦 Files Included
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+
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+ - `text_classification_pipeline.h5` — Trained Keras model file.
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+ - `requirements.txt` — List of Python dependencies (TensorFlow, etc.).
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+ - `README.md` — This file.
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+
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+ ## 🔍 Model Details
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+
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+ - **Framework:** TensorFlow / Keras
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+ - **File Format:** `.h5`
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+ - **Task:** Text Classification
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+ - **Language:** English
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+ - **Training:** Performed locally on custom dataset
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+
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+ ## 🚀 Usage
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+
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+ To load and use the model:
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+
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+ ```python
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+ from tensorflow.keras.models import load_model
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+ import numpy as np
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+
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+ # Load the model
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+ model = load_model("text_classification_pipeline.h5")
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+
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+ # Example input (after preprocessing)
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+ # Replace with your own tokenizer/vectorizer logic
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+ sample_input = np.array([...]) # shape must match model input
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+ prediction = model.predict(sample_input)
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+
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+ print(prediction)