I conduct research in artificial intelligence and develop projects particularly in computer vision, natural language processing, and generative AI. I have built innovative projects on smart agriculture technologies, medical image analysis, and data processing pipelines.
An end-to-end deep learning framework that detects four growth stages (seed, bud, flower, harvestable fruit) of okra, pepper, and eggplant plants, with a new labeled dataset collected from agricultural fields in Muğla.
Read more →A YOLO-based deep learning model that automatically detects weekly growth stages and slaughter time in broiler chickens on poultry farms, from data collected in a real farm environment.
Read more →An AI model for segmenting the dermis and epidermis layers and atypical cells in skin biopsy images, using a dataset prepared from Bursa Uludağ University Hospital medical data.
Read more →An image processing system that detects weeds and lettuce plants, with a GPS-based precise positioning and autonomous navigation algorithm, running in real time on a Jetson Nano.
Read more →An End-to-End Deep Learning Framework for Crop Type and Phenological Stage Identification
Automatic Detection of Weekly Growth Stages and Slaughter Time in Broiler Chickens with a YOLO-Based Deep Learning Model