|
|
Brno Communication Agent
Neprašová, Kateřina ; Fajčík, Martin (referee) ; Smrž, Pavel (advisor)
This thesis focuses on domain-specific communication agents, the aim is to create a functional communication agent for both tourists and locals in Brno, providing relevant and up-to-date information according to individual user needs. It describes large language models, analyses existing technologies for domain-specific communication agents and their construction. It focuses on the creation of a knowledge base and the implementation of an efficient dialogue interface using Retrieval-Augmented Generation (RAG), while comparing selected language models on different tasks.
|
|
|
Algorithmic Evaluation of the Quality of Dactyloscopic Traces
Neprašová, Kateřina ; Blahák, Martin (referee) ; Drahanský, Martin (advisor)
The bachelor thesis deals with the problem of the degradation of dactyloscopic traces. Apart from the summary of the methods of processing and use of dactyloscopic traces in common criminalistic practice, enumeration of influences on the degradation of traces, description of computer processing methods and description of algorithms evaluating the quality of the fingerprints, the thesis includes the creation of sets of fingerprints, which were created on different materials and examined in different environments depending on time. The samples are evaluated both in the laboratories of the Department of Criminalistics and Expertise of the Police of the Czech Republic and algorithmically. For this purpose, a tool that uses the NFIQ 2.1, MINDTCT, FingerJetFX OSE algorithms and the Innovatrics SDKit library has been developed. The output of this is a clear visualization of the results of the algorithmic analysis. The difficulty of determining the degree of degradation from fingerprint images was demonstrated by observation and algorithmic analysis.
|
|
|
Algorithmic Evaluation of the Quality of Dactyloscopic Traces
Neprašová, Kateřina ; Blahák, Martin (referee) ; Drahanský, Martin (advisor)
The bachelor thesis deals with the problem of the degradation of dactyloscopic traces. Apart from the summary of the methods of processing and use of dactyloscopic traces in common criminalistic practice, enumeration of influences on the degradation of traces, description of computer processing methods and description of algorithms evaluating the quality of the fingerprints, the thesis includes the creation of sets of fingerprints, which were created on different materials and examined in different environments depending on time. The samples are evaluated both in the laboratories of the Department of Criminalistics and Expertise of the Police of the Czech Republic and algorithmically. For this purpose, a tool that uses the NFIQ 2.1, MINDTCT, FingerJetFX OSE algorithms and the Innovatrics SDKit library has been developed. The output of this is a clear visualization of the results of the algorithmic analysis. The difficulty of determining the degree of degradation from fingerprint images was demonstrated by observation and algorithmic analysis.
|
guest ::
