ML WEBPAGE
On this webpage you can explore state-of-the-art deep learning models of different categories.
Architecture
To deploy the models I used a mix of different tools:
- Webpage: Run on a cloud compute instance deployed with docker-compose
- Classification models: All deployed in google cloud functions
- Object detection models: Containerized model and environment and deployed on google cloud run.
- Generative models: DCGAN and Progessive Gan are also deployed in containers on google cloud run. Biggan now working now because of ram constraints of Cloud Run.
- Language models: Transformer is currently not working due to RAM contraints. DeepSpeech is also deployed on clourun
All the source code is in this repository.