Tiny YOLOv3-spp

GPTKB entity

Statements (65)
Predicate Object
gptkbp:instance_of gptkb:cosmic_ray_detector
gptkbp:adapted_into Different Environments
Different Input Sizes
gptkbp:based_on gptkb:YOLOv3
gptkbp:can_be_used_in gptkb:Embedded_Systems
gptkbp:can_detect Objects in Images
gptkbp:designed_for Real-time Object Detection
gptkbp:developed_by gptkb:Joseph_Redmon
gptkbp:has_achieved High Accuracy
https://www.w3.org/2000/01/rdf-schema#label Tiny YOLOv3-spp
gptkbp:improves gptkb:Tiny_YOLOv3
gptkbp:input_output Bounding Boxes
gptkbp:is_adopted_by Industry Professionals
gptkbp:is_available_in gptkb:Open_Source
gptkbp:is_beneficial_for Traffic Monitoring
Wildlife Monitoring
gptkbp:is_challenged_by Small Object Detection
gptkbp:is_compatible_with gptkb:Edge_Computing
gptkb:cloud_services
Various Frameworks
gptkbp:is_documented_in Research Papers
gptkbp:is_enhanced_by Data Augmentation Techniques
gptkbp:is_evaluated_by F1 Score
Scalability
Latency
User Feedback
Real-world Scenarios
Mean Average Precision (m AP)
gptkbp:is_implemented_in gptkb:Tensor_Flow
gptkb:Py_Torch
gptkbp:is_integrated_with Mobile Apps
Other AI Models
Io T Devices
gptkbp:is_known_for Real-time Performance
gptkbp:is_optimized_for Speed and Efficiency
gptkbp:is_part_of YOLO Family
gptkbp:is_popular_in Computer Vision Community
gptkbp:is_recommended_for Low-power Devices
gptkbp:is_supported_by Community Contributions
Online Tutorials
gptkbp:is_tested_for Adversarial Attacks
Performance Metrics
Robustness
Benchmark Datasets
Various Image Resolutions
gptkbp:is_trained_in gptkb:COCO_Dataset
Custom Datasets
gptkbp:is_used_for Facial Recognition
Surveillance Systems
gptkbp:is_used_in gptkb:Autonomous_Vehicles
Disaster Response
Healthcare Applications
Retail Analytics
gptkbp:is_utilized_in gptkb:Augmented_Reality
gptkb:sports_team
gptkb:robotics
gptkbp:performance Other Object Detectors
gptkbp:released_in gptkb:2019
gptkbp:requires GPU for Training
gptkbp:speed Full YOLOv3
gptkbp:suitable_for Mobile Applications
gptkbp:supports Multiple Classes
gptkbp:uses gptkb:neural_networks
gptkbp:bfsParent gptkb:Tiny_YOLOv3
gptkbp:bfsLayer 7