SHEL5K: An Extended Dataset and Benchmarking for Safety Helmet Detection

Keyphrases

• Amount of Training 25%
• Art Objects 25%
• Class-making 25%
• Computer Vision 25%
• Deep Learning 25%
• Deep Learning Methods 25%
• Detection Model 25%
• Detection System 25%
• Faster R-CNN 25%
• Helmet 100%
• Helmet Detection 75%
• InceptionResNetV2 25%
• Industrial Activities 25%
• Mean Average Precision 25%
• Mish 25%
• Multiple States 25%
• Object Detection Algorithm 25%
• Public Safety 25%
• Safety Compliance 25%
• Safety Helmet 100%
• Safety Helmet Detection 100%
• Training Data 25%
• YOLOR 25%
• YOLOv3-tiny 25%
• YOLOv4 50%
• YOLOv5 100%
• You Only Look Once Version 3 (YOLOv3) 75%

Computer Science

• Benchmarking 100%
• Computer Vision 50%
• Convolutional Neural Network 50%
• Deep Learning 100%
• Experimental Result 50%
• Learning Approach 50%
• Mean Average Precision 50%
• Object Detection 50%
• Training Data 50%
• YOLOv5 100%

Engineering

• Computervision 50%
• Convolutional Neural Network 50%
• Deep Learning 100%
• Experimental Result 50%
• Industrial Activity 50%
• Learning Approach 50%
• Public Safety 50%