Update README.md

README.md

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 # Dataset Card for BTX24/tekno21-brain-stroke-dataset-binary
 
 ## Dataset Description
-This dataset contains images od stroke from TEKNOFEST 2021
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+📌 **EN:**  
+The **TEKNO21 Brain Stroke Detection Model** is a deep learning system trained on the **TEKNOFEST-2021 Brain Stroke Dataset**, containing **7,369 brain CT images** labeled by expert radiologists. Using **YOLOv8, U-Net, and DeepLabv3**, it classifies CT scans as **Stroke Present** or **Stroke Absent** with a **0.5 confidence threshold**. Developed for research, not diagnosis, it assists radiologists in stroke detection. The dataset was curated under **TÜSEB and the Turkish Ministry of Health**, with access requiring confirmation.  
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+🔗 **Dataset:** [TEKNOFEST-2021 Stroke Dataset](https://acikveri.saglik.gov.tr/Home/DataSetDetail/1)  
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+📌 **TR:**  
+**TEKNO21 Beyin İnme Algılama Modeli**, **TEKNOFEST-2021 Beyin İnme Veri Seti** ile eğitilmiş, **7.369 beyin BT görüntüsüne** dayalı derin öğrenme modelidir. **YOLOv8, U-Net ve DeepLabv3** kullanarak BT kesitlerini **İnme Var / İnme Yok** olarak sınıflandırır (**0.5 güven skoru**). Tanı koyma amacı taşımaz, radyologlara destek sağlar. **TÜSEB ve Sağlık Bakanlığı** tarafından hazırlanan veri setine erişim için yetkili onay gereklidir.  
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+🔗 **Veri Seti:** [TEKNOFEST-2021 İnme Veri Seti](https://acikveri.saglik.gov.tr/Home/DataSetDetail/1)
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 ## Dataset Creation
 Contains stroke images from TEKNOFEST 2021