Skip to content

AustinSnyd3r/DataMiningForCasts

Repository files navigation

Fishing Cast Detection & Data Mining Pipeline

About this Project:

This project aims to create a data mining pipeline to mine for fishing cast examples in creative commmons videos. I am using it to build up a model that I can use to gather analytics about my days on the water bass fishing.

Composition:

- Data Mining Service.
- Model and Retraining Service.
- Human-in-the-Loop Verification Service.
- AWS S3 (currently with MinIO and boto3 for local dev env)
- RabbitMQ.

Project State & Future Work

At first, I was not as concerned about code quality (as I just needed to make a prototype exist), but I am now working to iron out the existing features before moving on to further exploration of the model architecture. For example, I would love to expand to explore different models or even add more classes such as: side-arm cast, flipping cast, pitching cast, bite, and catch.

About

Video Data Mining Pipeline and PyTorch CNN for fishing cast detection. Python, AWS S3 (MinIO), RabbitMQ

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors