Weeds detection application using transfer learning (resnet101) and some tips powered by Fastai library.
The deployment was highly inspirated by the works done by:
Pattaniyil, Nidhin and Shaikh, Reshama, Deploying Deep Learning Models On Web And Mobile, 2019
Programming stack for training the model (see requirements.txt):
- Python: version 3.6
- PyTorch: version 1.1.0
- fastai: version 1.1.52
Tools used for deploying the model:
- Heroku
- Docker
- Flask: version 1.0