Python Panorama Builder Script

I have a batch of overlapping JPEG clips shot with a digital camera and I need a single Python script that will automatically stitch them into a seamless panorama. The script should read a folder of JPEGs, align and blend the frames, then export a high-resolution panorama that looks clean and professional.

Because the source shots come straight from the camera, I also want a built-in post-processing pass that applies:

• Color correction
• Noise reduction
• Image sharpening

You are free to choose the most suitable libraries—OpenCV, scikit-image, PIL, or any other Python tools—as long as the final script runs from the command line and works on both Windows and macOS. Please structure it so I can point to an input folder and an output path, adjust key parameters from the top of the file, and get a finished panorama in one step.

Deliverables: the fully documented .py file and a brief read-me explaining any dependencies and basic usage.