Projects

Objects Detector

App that looks at a photo and tells you what objects are in it.

2025PythonFaster R-CNNDeep Learning
Objects Detector

Why

Classification notebooks are fine, but I wanted the full path — pick an image, run detection, get labels back.

How

Faster R-CNN for detection, wrapped in a simple Python pipeline so I could run it on my own photos.

Result

It works on real images. Helped me understand how detection models actually fit together in practice.

Open on GitHub

© 2026 Jakub Sadkiewicz