Welcome to my Computer Vision projects repository. This collection showcases various projects I have developed, focusing on solving diverse tasks within the field of computer vision, including object detection, image segmentation, color classification, and more.
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Clothing Detection and Dominant Color Identification: Leveraging YOLOv8 to segment clothing items and applying advanced techniques to accurately identify dominant colors, even in cases where color differentiation is subtle.
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Skin Color Classification with YOLOv8: A project focused on classifying skin color into predefined categories using a YOLOv8 model optimized for facial detection.
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Person Detection in Video: Development of a system that detects individuals based on their clothing characteristics and color, allowing results to be saved according to specific matching levels.
- Languages: Python, C++
- Models: YOLOv8, DenseNet121
- Tools: Visual Studio Code, Git, GitHub
- Frameworks: PyTorch, OpenCV