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Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
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BikeWatch: Violation Detection & Penalty Estimation #758

Open Shouryabhardwajj opened 1 month ago

Shouryabhardwajj commented 1 month ago

Description BikeWatch is a web application that analyzes images from cloud storage to identify the number of riders and check for helmet usage. If violations are detected, it captures the number plate, retrieves user details, calculates the penalty, and sends an email notification to the users.

Motivation Ensuring the continuous accuracy and reliability of our models is crucial for maintaining the quality of our service. By monitoring performance metrics and alerting administrators of significant changes, we can promptly address issues and maintain model integrity.

Key Metrics to Monitor Accuracy Precision Recall F1-score AUC-ROC RMSE MAE

Expected Outcome A robust system to track and visualize model performance. Immediate alerts to administrators when performance degrades beyond acceptable thresholds. Historical performance data for analysis and improvement.

@sanjay-kv I would love to work on this issue can you please assign this to me under GSSOC'24 label and make it level 3

github-actions[bot] commented 1 month ago

Thanks for creating the issue,Please read the Pinned issued first and Readme.md in each Pull Request you made. Keep learning...

Shouryabhardwajj commented 3 weeks ago

@Niketkumardheeryan Can you also label it as level 2?