Update requirements.txt: remove specific version for opencv-python-headless and add numpy

Refactor app.py: enhance prediction function, update title and description, and improve image handling

Update TensorFlow version in requirements.txt to latest

Fix image path in app.py for class image and model loading

Refactor app.py: update app title and description, simplify label handling, and enhance prediction function

Refactor predict function: remove image shape from debug output for non-zero values

Refactor predict function: enhance debug output by including image shape and simplifying non-zero value checks

Refactor predict function: add debug prints for non-zero pixel values and update input sketchpad to grayscale mode

Refactor predict function: streamline image extraction and add debug prints for image shape and content

Refactor prediction function: change labels to a dictionary for better mapping and update return format to include top 3 class probabilities with corresponding class names

Refactor prediction function: streamline prediction logic and update return format to include probabilities for all classes

Refactor prediction function: return top 3 class probabilities with corresponding class names

Refactor prediction function: update prediction handling to print raw predictions and extract first element

Refactor prediction function: update input key from 'image' to 'composite'

Refactor prediction function: enhance image preprocessing, convert to grayscale, and update model input handling

Refactor prediction function: update logging to print composite image shape

Refactor prediction function: update data logging, reshape input handling, and simplify sketchpad configuration

Refactor prediction function: update data handling to reshape composite image for prediction

Refactor sketch recognition app: simplify prediction function, update image handling, and remove OpenCV dependency

Refactor sketch recognition app: update app title and description, streamline image processing, and enhance prediction function

Refactor sketch recognition app: enhance image handling, improve error messages, and update app description

Enhance sketch recognition app: add image to app description and update sketchpad input parameters

Refactor sketch recognition app: improve prediction function, enhance image processing, and update app title and description

Refactor sketch recognition app: simplify image preprocessing, update app description, and enhance prediction function

Refactor sketch recognition app: enhance image preprocessing, improve error handling, and update app description

Refactor sketch recognition app: update OpenCV dependency to headless version and simplify prediction function

Enhance sketch recognition app: improve image processing in prediction function and add NumPy dependency

Update model path in app.py to use a relative directory

Update model path in app.py to use a relative directory and simplify Gradio interface launch

Fix model path in sketch recognition app to use relative path

Refactor sketch recognition app: disable oneDNN optimizations and update model path

Add sketch recognition functionality with TensorFlow and OpenCV

Add initial Gradio app with greeting functionality

initial commit