UTVRĐIVANjE RASA PASA I MAČAKA UPOTREBOM KONVOLUCIONIH NEURONSKIH MREŽA
نویسندگان
چکیده
U radu su predložena dva pristupa rešavanju problema utvrđivanja rase pasa i mačaka na slikama. Prvi pristup predstavlja klasifikaciju u jednom koraku kojem se utvrđuje rasa životinje bez prethodnog njene vrste. drugom pristupu, koraka – prvom određuje vrsta životinje, dok slika prosleđuje specijalizovanom klasifikatoru koji rasu okviru prethodno utvrđene Implementacija oba zasniva upotrebi konvolucionih neuronskih mreža, kao tehnike augmentacije podataka. Dodatno, kod ispitan je uticaj primene aktivnog učenja.
منابع مشابه
Istraživanje I Utvrđivanje Stanja Kvalitete Električne Energije Researching and Defining the Quality of Electrical Energy Conditions
The process of liberalization and the introduction of the electricity market have put user interests into focus, in particular: the ability of procuring cheaper electricity and the ability of producing electrical energy of better quality. Electric power has become a freely traded open market product, meeting predetermined quality standards determined by the continuity of supply, voltage quality...
متن کاملRASA-A New Grid Task Scheduling Algorithm
In this paper, a new task scheduling algorithm called RASA, considering the distribution and scalability characteristics of grid resources, is proposed. The algorithm is built through a comprehensive study and analysis of two well known task scheduling algorithms, Min-min and Max-min. RASA takes advantages of the both algorithms and avoids their drawbacks. To achieve this, RASA firstly estimate...
متن کاملRelative apparent synapomorphy analysis (RASA). I: The statistical measurement of phylogenetic signal.
We have developed a new approach to the measurement of phylogenetic signal in character state matrices called relative apparent synapomorphy analysis (RASA). RASA provides a deterministic, statistical measure of natural cladistic hierarchy (phylogenetic signal) in character state matrices. The method works by determining whether a measure of the rate of increase of cladistic similarity among pa...
متن کاملQue PASA? The posterior-anterior shift in aging.
A consistent finding from functional neuroimaging studies of cognitive aging is an age-related reduction in occipital activity coupled with increased frontal activity. This posterior-anterior shift in aging (PASA) has been typically attributed to functional compensation. The present functional magnetic resonance imaging sought to 1) confirm that PASA reflects the effects of aging rather than di...
متن کاملSolar-like Oscillations (invited Review to Appear in Pasa)
The five-minute oscillations in the Sun have provided a wealth of information about the solar interior. After many attempts, positive detections of similar oscillations in solar-type stars have now been made. This review discusses the properties of solar-like oscillations, the methods used to observe them and the results on individual stars. We conclude that the study of solar-like oscillations...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Zbornik radova Fakulteta tehni?kih nauka
سال: 2023
ISSN: ['0350-428X', '2560-5925']
DOI: https://doi.org/10.24867/22be06nikolic