Detr Resnet 50 Finetuned Cppe5
Object detection model fine-tuned on the cppe-5 dataset based on facebook/detr-resnet-50
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Release Time : 2/8/2023
Model Overview
This model is an object detection model based on the DETR (Detection Transformer) architecture, specifically fine-tuned for medical personal protective equipment (PPE) detection tasks
Model Features
End-to-End Object Detection
Uses Transformer architecture for end-to-end object detection without complex post-processing
Medical PPE Specialization
Optimized for medical personal protective equipment (PPE) detection
ResNet-50 Based
Uses ResNet-50 as the feature extraction backbone network
Model Capabilities
Object Detection
Medical Protective Equipment Recognition
Multi-category Object Localization
Use Cases
Healthcare
Medical Protective Equipment Detection
Detects personal protective equipment (such as masks, gloves, etc.) in medical scenarios
Security Monitoring
Protective Equipment Compliance Check
Automatically checks whether medical staff are wearing necessary protective equipment
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