Object Detection Image Processing

I need an image processing tool that can scan images of real objects and provide detailed information about any object within those images.

Requirements:
- Process images of real-world objects
- Detect and provide details on any object in the image

Ideal Skills:
- Experience in computer vision and object detection
- Proficiency in image processing software and programming languages such as Python, OpenCV, or similar
- Ability to develop accurate and efficient detection algorithms

Please share your approach and any relevant experience.