
Smartbay prawn burrow detection
AI-based Prawn Burrow detection and classification algorithm based on YOLOv8. The model has been tuned to detect and classify Prawn Burrows in Irish Prawn (Nephrops norvegicus) Fishery Areas. (iMagine Project)
AI-based Prawn Burrow detection and classification algorithm based on YOLOv8. The model has been tuned to detect and classify Prawn Burrows in Irish Prawn (Nephrops norvegicus) Fishery Areas. (iMagine Project) read more of Smartbay prawn burrow detection
AI-based Marine Species detection and classification algorithm based on YOLOv8. The model has been tuned to detect and classify marine species at the Smartbay underwater observatory. (iMagine project) read more of Smartbay species detection
A service to process citizen science image datasets and train deep learning models for species identification. read more of Deep Species Detection
Detection of physical objects in still images or videos read more of Object Detection
2D Computer Vision and Image Analysis revolutionize very many domains, notably: -Medical/Biological/Dental Image Analysis and Diagnosis, -Autonomous systems perception -Digital Media (video/image) and Social Media Analytics, -Big Visual Data Analyti... read more of Introduction to 2D Computer Vision Lecture
Our dream to make machines sense and perceive (notably see) comes true: nowadays Computer Vision enables diverse applications: -Autonomous Systems (cars, drones, vessels) Perception, -Robotics Perception and Control, -Intelligent Human-Machine Intera... read more of Object Pose Estimation Lecture
This is a fork of Few-shot Object Detection (FsDet) method, adding an easy to use tool for training on custom datasets read more of Few-Shot Object Detection (FsDet) - Training tools for custom data
A computer vision model to automatically detect grape bunches in vineyard pictures. read more of AI4Agriculture Counting Model
YoloV5 model released by Ultralytics for object detection. The component takes one image as input and outputs the coordinates of the bounding boxes of all objects detected in the image. read more of Yolo V5 - Object Detection
This lecture explores various transformer-based approaches that have emerged as powerful alternatives of Convolutional Neural Networks (CNNs) in Computer Vision. read more of Attention and Transformers Networks in Computer Vision Lecture
This short course on Deep Learning and Computer Vision for Industrial Infrastructure Inspection offers a comprehensive overview and in-depth presentation of various computer vision and deep learning challenges encountered during the inspection of industri... read more of Deep learning algorithms for intelligent support of workers
This short course on Deep Learning and Computer Vision for Industrial Infrastructure Inspection offers a comprehensive overview and in-depth presentation of various computer vision and deep learning challenges encountered during the inspection of industri... read more of Visual detection of elongated objects
This short course on Big Data Analytics for Natural Disaster Management (NDM) provides a comprehensive overview and in-depth presentation of advanced technologies involved in the acquisition and analysis of Big Data for NDM. NDM can be greatly improved by... read more of Deep Learning for Post-Earthquake Safety Evaluation of Masonry Buildings
This short course on Big Data Analytics for Natural Disaster Management (NDM) provides a comprehensive overview and in-depth presentation of advanced technologies involved in the acquisition and analysis of Big Data for NDM. NDM can be greatly improved by... read more of Maestro: Forecasting and Risk Management in Forest Fires via IoT Technologies
This short course on Big Data Analytics for Natural Disaster Management (NDM) provides a comprehensive overview and in-depth presentation of advanced technologies involved in the acquisition and analysis of Big Data for NDM. NDM can be greatly improved by... read more of Drone imaging for NDMs
Nowadays, digital videos are everywhere and revolutionize very many domains, notably: -Digital Media (video/movie) Content Production and Broadcasting, -Social Media Streaming and Analytics (g., YouTube), -Mobile computing and streaming -Videoconfer... read more of 2D Object Detection and Tracking Lecture
Nowadays, digital videos are everywhere and revolutionize very many domains, notably: -Digital Media (video/movie) Content Production and Broadcasting, -Social Media Streaming and Analytics (g., YouTube), -Mobile computing and streaming -Videoconfer... read more of 2D Visual Object Tracking Lecture
Nowadays, digital videos are everywhere and revolutionize very many domains, notably: -Digital Media (video/movie) Content Production and Broadcasting, -Social Media Streaming and Analytics (g., YouTube), -Mobile computing and streaming -Videoconfer... read more of Motion Estimation Lecture
Nowadays, digital videos are everywhere and revolutionize very many domains, notably: -Digital Media (video/movie) Content Production and Broadcasting, -Social Media Streaming and Analytics (g., YouTube), -Mobile computing and streaming -Videoconfer... read more of Video Processing and Analysis Module
2D Computer Vision and Image Analysis revolutionize very many domains, notably: -Medical/Biological/Dental Image Analysis and Diagnosis, -Autonomous systems perception -Digital Media (video/image) and Social Media Analytics, -Big Visual Data Analyti... read more of Introduction to 2D Computer Vision Lecture
Our dream to make machines sense and perceive (notably see) comes true: nowadays Computer Vision enables diverse applications: -Autonomous Systems (cars, drones, vessels) Perception, -Robotics Perception and Control, -Intelligent Human-Machine Intera... read more of Object Pose Estimation Lecture