Our 9 Hack's 2.0 Team Members: Solleti Krishna Chaitanya Subhash | AP2011010232 Arjun Pramod | AP21110010192 Krish Nariya | AP22110010504
README This is a program that uses a pre-trained Keras model to classify images from a webcam in real-time. The program identifies objects and people and outputs the results with confidence scores. It is useful for security purposes, especially in schools and offices.
Requirements Python 3 TensorFlow Keras OpenCV NumPy Pandas Discord (for sending messages)
Installation Clone the repository: git clone https://github.com//.git Install the required packages: pip install -r requirements.txt
Usage Open the terminal and navigate to the project directory. Run the program: python3 main.py Allow the program to access your webcam. The program will display the webcam output in a window. Press the Esc key to exit the program. The program will output the results and send a message to a Discord channel.
Configuration Edit the labels.txt file to match the class names of the pre-trained model. Edit the keras_model.h5 file to use your own pre-trained model. Edit the records.xlsx file to match the students' information.
Credits This project was created by @Subhashsolleti. Special thanks to @atkm369 & @arjunpramod for their contributions.