Wowzers! I have a website presentation now!
Pretty much what I spent alot of my time on was actually creating a HTML Website page presentation for the findings/creative processes that went into producing this system.
Since the last log, I have done a few things:
- Re-run the neural network training script, leading to an increased F1 probability score (60.1% -> 64.3%) which is very good!
- Created a HTML website with Firebase Web App Hosting services (Accessible at: https://fishfinder-presentation.web.app/).
- Conducted source file cleaning to remove further invalid records from the data source, reducing inaccuracies in predictions and models.
- Got the entire offline capabilities working (Tested by taking my MacBook outside to the local marina without WiFi, Cellular, or any otherwise connections to external networks.
- Fixed up some UI issues/bugs with the StreamLit application.
Sooooo, this project is beginning to near its end! Thank you for reading, and I hope that at least one person reading this may be able to actually use this themselves, or introduce this to someone else to use for their benefit!
P.S: If anyone has further questions or inquiries about how this works, or how to get it working on different types of devices, just drop a comment down below and I will reply promptly either directly through this website, or we can contact through Slack!).
Ta!
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