detr - resnet - 50_finetuned_cppe5 Open-source Object Detection Model - Accurately Identify Objects and Free to Use

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Detr Resnet 50 Finetuned Cppe5

Developed by Mustafa21

Object detection model fine-tuned on the cppe-5 dataset based on facebook/detr-resnet-50

Object Detection

Transformers

#Medical Protection Detection #End-to-End Object Detection #ResNet50 Backbone Network

Downloads 15

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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Detr Resnet 50 Finetuned Cppe5

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 detr-resnet-50_finetuned_cppe5

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