# detr-resnet-50_finetuned_cppe5 Open-Source Object Detection Model - Precise Object Recognition and Free to Use!

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Detr Resnet 50 Finetuned Cppe5

Developed by NajlaSS

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

Object Detection

Transformers

Open Source License:Apache-2.0 #Medical Protection Detection #Object Detection Fine-tuning #ResNet-50 Architecture

Downloads 14

Release Time : 9/25/2023

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.

Specialized for Medical PPE

Fine-tuned on medical personal protective equipment datasets, suitable for medical scenario detection.

Based on ResNet-50

Uses ResNet-50 as the backbone network, balancing performance and efficiency.

Model Capabilities

Object Detection

Medical Protective Equipment Recognition

Image Analysis

Use Cases

Healthcare

Personal Protective Equipment Detection

Detects protective equipment such as masks and gloves in medical scenarios.

Medical Compliance Check

Automatically checks if medical personnel are wearing compliant protective equipment.

Industrial Safety

Safety Equipment Detection

Detects the wearing of safety equipment by personnel in industrial environments.

Property	Details
Model Type	Fine - tuned version of detr - resnet - 50 on cppe - 5 dataset
Base Model	facebook/detr-resnet-50
Datasets	cppe - 5

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Detr Resnet 50 Finetuned Cppe5

Model Overview

Model Features

Model Capabilities

Use Cases

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