Coal India Innovation Challenge - Videonetics Proposal
Theme:
Problem Statements for Innova…
Winners are announced.
Criteria | Combined Weightage | Components | Criteria Considerations | Weightage |
Modeling outcome
|
45%
|
Accuracy | Accuracy of the outcome on the validation data. 95% = 25, 90%+ = 20, 85%=15 , 80% = 10 any thing less get zero. It is a hard criteria. Any thing less than 80% will not be evaluated any further. | 10% |
Generalization | How model is generalized? | 10% | ||
Model used and approach | What kind of model architecture used? Model training approach | 5% | ||
Handling of rare events approach | How rare event is handled? Approach and metrics used | 10% | ||
Suggested hardware for inference? | We are looking at the minimum cost required to deploy the model at the site. | 10% | ||
Platform readiness
|
25%
|
Approach for continous learning | What is the proposal for continous learning of the model? | 5% |
Approach for system availability ; 98%+ uptime | Is the platform highly available? | 5.0% | ||
How platform handles event, storage and visualization ? | A demo of any installation of end to end system to demonstrate event handling , visualization and standarad operational procedure | 5.0% | ||
How platform make sure that data quality is continously maintain ? | What kind of architectural approach deployed so that continous data qualiy is assured? | 10% | ||
Operational Readiness
|
10%
|
How the solution will be scale for ~180 coal india mine sites?
|
How you will scale to multiple sites? | 5% |
Do you have the delivery team to scale? Kindly share the delivery team org structure? | 5% | |||
Innovation and differentiator | 20% | Given the background would you like to share your innovation and differentiating factors | Any thing you like to share with us which is not cover with respect to hackaton problem statement as well as the overall project scope (Refer the background information); Ideas can be technical , processes | 20% |
Weighted Scores | 100% | 100% |