Applications of Machine Learning for Detecting and Counting Objects in Cell Biology
| Thesis title in Czech: |
Využití strojového učení pro rozpoznávání a počítání objektů v buněčné biologii |
| Thesis title in English: |
Applications of Machine Learning for Detecting and Counting Objects in Cell Biology |
| Key words: |
strojové učení, neuronová síť, rozpoznávání objektů, buněčná biologie, segmentace |
| English key words: |
machine learning, neural network, pattern recognition, cell biology, segmentation |
| Academic year of topic announcement: |
2019/2020 |
| Thesis type: |
Bachelor's thesis |
| Thesis language: |
angličtina |
| Department: |
Department of Cell Biology (31-151) |
| Supervisor: |
prof. Mgr. Pavel Stopka, Ph.D. |
| Author: |
hidden - assigned by the advisor |
| Date of registration: |
04.12.2019 |
| Date of assignment: |
04.12.2019 |
| Date of electronic submission: | 03.06.2020 |
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| Date of proceeded defence: |
08.07.2020 |
| Opponents: |
doc. RNDr. David Hoksza, Ph.D. |
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| Preliminary scope of work |
| Shrnout metody strojovho učení v biologii a navrhnout způsob využití těchto metod pro ropoznání biologických objektů. |
| Preliminary scope of work in English |
| To review methods of deep-machine learning in biology and to propose potential applications in the recognition of biological objects. |
