• Trupti Mohite
• Dr. Swati Sankpal

Improper handling of hospital waste, leads to various health issues. Present method for segregation of hospital waste is done by manually which may cause health problems such as skin diseases, cancer and infection. Hence proper handling of hazardous waste is necessary, it need to focus on to sustainable healthcare waste material management plans. Solution for this problem is "smart automatic hospital waste segregation". To automate the waste segregation first we need to detect the waste type like bottles, gloves, masks, needles, etc for this system uses application of deep learning, system uses TensorFlow algorithm for detection and classification of hospital waste, system also uses Arduno UNO based system for further segregation of classified waste and through the waste into particular bin. The main purpose is to develop a system which includes hospital waste object detection, classification and automatic segregation, smart intelligent garbage alert system for a proper garbage management.

TensorFlow, Garbage Alert, Automatic Segregation.

"Hospital Waste Segregator using TensorFlow Object Detection Algorithm", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 8, page no.c29-c32, August-2022, Available :http://www.jetir.org/papers/JETIR2208203.pdf

"Hospital Waste Segregator using TensorFlow Object Detection Algorithm", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 8, page no. ppc29-c32, August-2022, Available at : http://www.jetir.org/papers/JETIR2208203.pdf