A production-ready object detection pipeline built on RT-DETR, achieving AP=47.9 on COCO val2017. Features a deployed HuggingFace Space, FastAPI inference API, and an accompanying arXiv paper on knowledge distillation.
Systematic study of knowledge distillation across ResNet teacher-student pairs on CIFAR-10. Identifies student capacity — not teacher-student accuracy gap — as the key moderating factor in KD effectiveness. Accompanied by a peer-reviewed arXiv publication.
Real-time object detection pipeline using YOLOv8n, with bounding box rendering, class labels, and confidence scores on live video streams.