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@@ -19,14 +19,13 @@ app_file: app.py
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  ---
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  # 🧠 KKT-HF-TransferLearning-Models
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- ### Transfer Learning Models Collection for Image Classification
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  **Created by [Thyagharajan K K](https://huggingface.co/kkthyagharajan)**
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  [![Hugging Face Hub](https://img.shields.io/badge/HuggingFace-Repository-orange?logo=huggingface)](https://huggingface.co/kkthyagharajan/KKT-HF-TransferLearning-Models)
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  [![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)
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  [![Made with Keras](https://img.shields.io/badge/Made%20with-Keras-red?logo=keras)](https://keras.io/)
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  [![TensorFlow](https://img.shields.io/badge/Framework-TensorFlow-orange?logo=tensorflow)](https://www.tensorflow.org/)
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-
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  ---
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  ## πŸ“˜ Overview
@@ -37,7 +36,6 @@ Each subdirectory contains:
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  - A `Test` folder with example test images
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  You can use these models **programmatically** or through an **interactive demo app** powered by Gradio or Streamlit.
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-
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  ---
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  ## 🧩 Programmatic Usage
@@ -72,18 +70,16 @@ display_images_gui(
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  all_predicted_labels,
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  IMG_SIZE,
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  )
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-
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  ---
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  ## πŸš€ Interactive Demo App
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-
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  ### 🧩 Option 1: Run directly on Hugging Face
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  This Space includes a web app defined by `app.py`.
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-
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  ### πŸ’» Option 2: Run locally using Gradio or Streamlit
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  pip install -r requirements.txt
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  python app.py OR streamlit run app.py
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-
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  ---
 
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  ## πŸ“ Repository Structure
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  ```
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  ---
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  # 🧠 KKT-HF-TransferLearning-Models
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+ ## Transfer Learning Models Collection for Image Classification
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  **Created by [Thyagharajan K K](https://huggingface.co/kkthyagharajan)**
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  [![Hugging Face Hub](https://img.shields.io/badge/HuggingFace-Repository-orange?logo=huggingface)](https://huggingface.co/kkthyagharajan/KKT-HF-TransferLearning-Models)
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  [![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)
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  [![Made with Keras](https://img.shields.io/badge/Made%20with-Keras-red?logo=keras)](https://keras.io/)
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  [![TensorFlow](https://img.shields.io/badge/Framework-TensorFlow-orange?logo=tensorflow)](https://www.tensorflow.org/)
 
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  ---
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  ## πŸ“˜ Overview
 
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  - A `Test` folder with example test images
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  You can use these models **programmatically** or through an **interactive demo app** powered by Gradio or Streamlit.
 
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  ---
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  ## 🧩 Programmatic Usage
 
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  all_predicted_labels,
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  IMG_SIZE,
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  )
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+ ```
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  ---
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  ## πŸš€ Interactive Demo App
 
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  ### 🧩 Option 1: Run directly on Hugging Face
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  This Space includes a web app defined by `app.py`.
 
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  ### πŸ’» Option 2: Run locally using Gradio or Streamlit
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  pip install -r requirements.txt
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  python app.py OR streamlit run app.py
 
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  ---
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+
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  ## πŸ“ Repository Structure
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  ```
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