PRE2022 3 Group3: Difference between revisions
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Revision as of 14:57, 15 February 2023
Group members
Name | Student id | Major |
---|---|---|
Luta Iulia Andreea | 1671685 | BCS |
Sonia Roberta Maxim | 1675656 | BCS |
Marie Spreen | 1909983 | |
Fenna Schipper | 1625624 | BPT |
Hakim Agni | 1430149 | |
Lazgin Mamo | 1502506 | |
Dhruv Manohar | 1568868 |
Brainstorming:
- Greenhouse robot
- Piano playing robot
- Drone that detect quality of snow in order to estimate risk of avalanches
- Drones that detect people stuck in places?
- Robot that helps elderly people with education
- Sorting robot for recycling
- Bed that closes in case of eg. earthquakes
Final Idea choice:
Sorting robot for recycling
- Targeting private homes (individual Trashcans with inbuilt sorting function)
-> using affordable materials
-> trash "compression"
- Targeting companys (Sorting arms, larger scale)
- ML approaches for Material classification
Paper about Material Classification with Machine Learning:
https://www.intechopen.com/chapters/75628
The literature review depicted the support vector machine (SVM) and artificial neural network (ANN) techniques as more effective than other ML techniques for material classification. The last section of this chapter includes a python-based ANN model for material classification. This ANN model has been tested for construction items (brick, wood, concrete block, and asphalt) for training and prediction. Moreover, the predictive ANN model results have been shared for the readers, along with the resources and open-source web links.
-> Maybe we can apply this to waste-materials
Game Plan:
Week 01:
- research different areas of Problem
Appendix
Logbook
Week | Name | Total | Breakdown of hours |
---|---|---|---|
1 | Luta Iulia Andreea | ||
Sonia Roberta Maxim | |||
Marie Spreen | |||
Fenna Schipper | |||
Hakim Agni | |||
Lazgin Mamo | |||
Dhruv Manohar | |||
2 | Luta Iulia Andreea | ||
Sonia Roberta Maxim | |||
Marie Spreen | |||
Fenna Schipper | |||
Hakim Agni | |||
Lazgin Mamo | |||
Dhruv Manohar |