Welcome to the sixth and final instalment of the overview series! We will be discussing the next steps.
The textile classification sensor as it is right now is great for many reasons as discussed in the fifth instalment. In order to improve the following steps will be taken.
Work will be done to:
- Sort between even more types of textiles, such as leather.
- Sort textile blends (i.e. 50% Cotton / 50% Polyester)
- Improve accuracy of the system (larger image database for machine learning algorithm)
- Install into factory mechanical system
- Use consistent camera setup between training data and inference
- Get a better camera and IR sensor
Thanks for tuning into the overview series! We hope it summarized the work done over the last two terms.
Group 19 is signing off for now!
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