Sign Language Digit Recognition | Code & Execution #btechprojects #miniproject #machinelearning

🚀 **Sign Language Digit Recognition - Machine Learning Project**

In this video, we demonstrate a B.Tech-level Machine Learning project that recognizes hand sign digits using image processing and classification models. Ideal for engineering students looking for innovative project ideas with real-time applications!

🔍 **Steps Involved:**

1. Problem Understanding
2. Data Collection (Sign Language Digit Dataset)
3. Image Preprocessing (Resizing, Normalization)
4. Exploratory Data Analysis
5. Model Building (Convolutional Neural Networks - CNN)
6. Training & Validation
7. Accuracy Evaluation
8. Testing

🧠 **Technologies & Tools Used:**

* Python
* TensorFlow / Keras
* Pandas, NumPy & Matplotlib
* Jupyter Notebook
* CNN (Convolutional Neural Network)

✅ Includes:

* Full source code
* Output demonstration
* Code walkthrough
* Testing

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