INSON HIS-TUYG’ULARINI ANIQLASH DASTURIY VOSITALARI VA QURILMALARI
Kalit so‘zlar:
His-tuyg’ularni aniqlash, emotion recognition, yuz ifodasi tahlili, sun’iy intellekt, EEG, GSR, EMG sensorlar.Annotatsiya
Mazkur ishda inson hissiy holatini yuz ifodasi, ovoz, biometrik signallar
(EEG, GSR, EMG) kabi ko’rsatkichlar asosida his-tuyg’ularni aniqlashga mo’ljallangan zamonaviy
dasturiy vositalar va texnik qurilmalar hamda ularni ishlash tamoyillari, yutuq va kamchiliklari,
qo’llanilish imkoniyatlari ko’rib chiqilgan. Tadqiqot natijalari esa bu yo’nalishdagi
texnologiyalarni tanlash hamda amaliyotda qo’llash bo’yicha ilmiy va amaliy tavsiyalarni
shakllantirishga xizmat qiladi.
Manbalar
OpenFace. OpenFace: Facial Behavior Analysis Toolkit.
Affectiva. Affectiva: Emotion AI and Facial Expression Analysis.
Microsoft Azure. Face API Pricing.
Microsoft Research. Emotion Recognition for Microsoft Cognitive Services.
DeepFace. DeepFace: A Lightweight Face Recognition and Facial Attribute Analysis Framework.
audEERING. openSMILE: Open-Source Speech and Music Interpretation by Large-Space Extraction.
Google Cloud. Speech-to-Text.
TensorFlow. Simple Audio Recognition: Recognizing Keywords.
Apple.
PhysioNet. PhysioNet: The Research Resource for Complex Physiologic Signals.
BioSPPy. BioSPPy: Biosignal Processing in Python.