Vehicle Re-identification dataset
This is a project that I used to do when dealing with the lacks of data, I kept labeling by my self and augmentation the data also.
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With extensive experience in data labeling and AI training data preparation, I have developed a strong expertise in curating, annotating, and managing high-quality datasets for deep learning models. My work has spanned various domains, including computer vision, natural language processing, and spectrum processing, where I have contributed to projects involving image classification, object detection, sentiment analysis, and Re-identification problems. I am proficient in using labeling tools like RoboFlow, LabelStudio, and CVAT, and have a deep understanding of data quality assurance, annotation guidelines, and iterative feedback loops to improve dataset accuracy and model performance. What sets me apart is my ability to bridge the gap between raw data and actionable insights for AI models. I have led teams in creating large-scale, domain-specific datasets, ensuring they are diverse, balanced, and representative of real-world scenarios. My technical background allows me to collaborate effectively with data scientists and engineers, optimizing data pipelines and implementing automation for labeling workflows. Additionally, I have experience in designing and refining annotation protocols to align with model requirements, ensuring that training data is not only accurate but also scalable. My focus on precision, efficiency, and adaptability has consistently delivered datasets that drive robust and reliable AI systems.
This is a project that I used to do when dealing with the lacks of data, I kept labeling by my self and augmentation the data also.
In this I worked with the Roboflow to generate the data for my face recognition application.
In this projects, I also worked with Roboflow to create annotations for my images in the datasets that I had collected.
This is a project that trying to reproduce the caption from the video sound spectrum
Bachelor's in Computer Science, Computer Science
Fullstack Developer
Fullstack Developer