Hi @ochieng_seth ,
You can achieve this using the tfjs-model
library with the object-detection model. This model is capable of detecting up to 80 classes of objects. (list).
The model can be integrated into your react-native application. You can follow this React Native tfjs-models example for implementation: example.
Let me know if, it helps. Thank You!!