ideas.md

Ideas List

1. Integrating Tensorflow 2.0 support for Transfer Learning based Image Classification

Source Code : Monk Image Classification

Project Description :

Objectives :

Mentors : Abhishek Kumar Annamraju

Difficulty Level : High

2. Creating Object Detection workflows across different imaging modalities

Source Code : Monk Object Detection

Project Description : Explore state of the art Object Detection research implementations for :

1. Thermal Imagery
2. Multispectral Satellite Imagery
3. Biomedical Imagery
4. Document Imagery

and create a high level wrapper using Monk's syntax.

Objectives :

• Pull Monk Object Detection repository and test in a local setup
• Go through Documentation and understand the syntax, implementation modules and pipelines.
• Explore state of the art algorithms and applications on different imaging modalities
• Create 10 workflows ( 2 for each imaging modality )
• Build unit tests for setting up Monk locally

Mentors : Akash Deep Singh

Difficulty Level : Medium

3. Creating Monk-Studio web application

Source Code : Monk Object Detection

Objectives :

Mentors : Akash Deep Singh

Difficulty Level : Medium

4. Creating a Custom Network Builder web application

Source Code : Monk Image Classification

Project Description :

Objectives :

Mentors : Abhishek Kumar Annamraju

Difficulty Level : High

5. One-Click Model deploy to Cloud

Source Code : Monk Image Classification

Project Description :

Objectives :

Mentors : Abhishek Kumar Annamraju

Difficulty Level : High