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🏥 Hospital Robot Perception Dataset (17 Classes - 5,254 Frames)

Tập dữ liệu chuẩn vàng phục vụ bài toán nhận diện đồ vật, phương tiện và con người trong môi trường bệnh viện dành cho robot tự hành và camera giám sát thông minh.

📊 Phân bố dữ liệu

Tập (Split) Số lượng ảnh Bounding Boxes Mục đích
Train 3,715 10,642 Huấn luyện mô hình YOLO
Validation 655 1,957 Tinh chỉnh siêu tham số và đánh giá epoch
Test (Benchmark) 884 3,082 Benchmark độc lập (robot patrol & clinical inspection)
Tổng cộng 5,254 15,681

🏷️ 17 Lớp đối tượng (Classes)

0: patient, 1: doctor, 2: wheelchair, 3: queue_kiosk, 4: reception_counter, 5: sanitizer_stand, 6: pccc_station, 7: medical_waste_bin, 8: water_dispenser, 9: wc_station, 10: elevator_doors, 11: hospital_bed, 12: stretcher_cart, 13: iv_stand, 14: medical_trolley, 15: vital_monitor, 16: hospital_chair

📁 Cấu trúc thư mục YOLO

dataset/
├── data.yaml
├── train/
│   ├── images/
│   └── labels/
├── val/
│   ├── images/
│   └── labels/
└── test/
    ├── images/
    └── labels/
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