< Overview >
Web application which has the ability to detect the bird species with bounding box that uses Faster R-CNN deep learning model at backend.
- Created a Flask web application that communicates with a TensorFlow server hosted in Docker through gRPC communications protocol
- Has the ability to detect 3 bird species - Pica_pica, Periparus_ater and Erithacus_rubecula
- More than 2400 images were tagged for deep learning model to train using RenomTag
- Bootstrap and HTML/CSS was used to design the website