Yazar "Tilki, Sahra" için listeleme
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Comparative Analysis of Deep Learning and Traditional Machine Learning Models for Turkish Text Classification
Doğru, Hasibe Büşra; Hameed, Alaa Ali; Tilki, Sahra; Jamil, Akhtar (İstanbul Sabahattin Zaim Üniversitesi, 2021)In this study, using the word embedding method Doc2vec, the Turkish Text Classification 3600 (TTC-3600) dataset consisting of Turkish news texts was classified based on deep learning. Most commonly used classifiers ... -
A deep learning-based method for Turkish text detection from videos
Rasheed, Jawad; Jamil, Akhtar; Doğru, Hasibe Büşra; Tilki, Sahra; Yesiltepe, Mirsat (Ieee, 2019)The text appearing in videos provides useful information, which can be exploited for developing automatic video indexing and retrieval systems. In this study, we integrated a heuristic and a deep learning-based method using ... -
Fruits Sorting with Instance Based Image Processing
Doğru, Hasibe Büşra; Şirin, Yahya; Tilki, Sahra; Yeşiltepe, Mirşat; Rasheed, Jawad; Khan, Muhammed Usman Shahid (İstanbul Sabahattin Zaim Üniversitesi, 2021)In the agricultural industry which is among the most prominent sectors on a world scale, image processing for efficiency and quality has also become an important domain. Automation systems are working with image ... -
Gender Classification Using Deep Learning Techniques
Tilki, Sahra; Doğru, Hasibe Büşra; Hameed, Alaa Ali; Jamil, Akhtar; Rasheed, Jawad; Alimovski, Erdal (İstanbul Sabahattin Zaim Üniversitesi, 2021)Gender classification from face images is a challenging task due to presence of complex background, object occlusion, and variations in illumination conditions. Face images can be exploited for various applications ... -
İngilizcede çember dolgu oranı yöntemi ile optik karakter tanıma
Tilki, Sahra (İstanbul Sabahattin Zaim Üniversitesi, 2020)Çeşitli alanlarda, mevcut olan verilerden bilgisayar ortamına bilgi depolaması yapabilmek, el yazısıyla yazılmış veya basılı dokümanlarda bulunan bilgileri, bilgisayarlar aracılığıyla tekrar kullanabilmek için fazla talep ... -
Zero-Shot Object Detection and Segmentation: A Focus on Street View Imagery
Tilki, Sahra; Kaplan, Ahmet; Zengin, Aydin Tarik (IEEE, 2024)With the advancement of data collection technologies, the importance of new data types like street view images, in addition to satellite and aerial images, has increased. Street view images (SVI) stand out by containing ...
