Exploring Real-time Computer Vision Using ActionCable
Integrate Rails and Python for real-time computer vision analysis, combining OpenCV with ActionCable & Sidekiq to broadcast insights and create time-lapse renderings with graphs.
Bringing AI to the Edge - On Premise Azure Cognitive Services - Open Source
Explore Azure Cognitive Services containers for on-premise AI, with demos of local Face and Text services. Learn to configure and implement edge AI solutions.
How to Detect Fake Faces - Manipulated Images Using CNNs
Explore CNN-based methods for detecting manipulated facial images, including Deepfakes and face merging. Learn effective techniques using low-level and high-level features for automatic detection of facial manipulation.
Hacking Object Detectors Is Just Like Training Neural Networks
Explore techniques for deceiving object detectors by comparing the attack process to neural network training. Learn how applying training techniques can improve adversarial attacks on state-of-the-art systems.
3D Tracking via Body Radio Reflections
WiTrack: Innovative system for 3D motion tracking through walls using radio reflections. Achieves high accuracy without wearables, bridging gap between RF localization and motion capture technologies.
Automatically Detecting Bystanders in Photos to Reduce Privacy Risks
Explore techniques for automatically identifying bystanders in photos to enhance privacy protection, using visual cues and machine learning models to detect non-primary subjects in images.
Stealthy Porn - Understanding Real World Adversarial Images for Illicit Online Promotion
Explore real-world adversarial techniques used to evade image-based detection in online porn promotion, analyzing evasion methods and their effectiveness against popular content detectors.
Bir Düşün Peşinde - Pursuing a Thought
Anatomi profesörü ve dekan Dr. Deniz Demiryürek, klinik anatomi ve tıp eğitimi üzerine deneyimlerini paylaşarak düşünce ve bilimin peşinde koşmanın önemini vurguluyor.
Making PHP See
Explore image processing with PHP and OpenCV, covering basics to advanced features like face detection and panorama stitching. Learn to detect and track features in images and video.
SLNet - A Spectrogram Learning Neural Network for Deep Wireless Sensing
Innovative deep learning approach for wireless sensing, combining spectrogram generation and learning to enhance accuracy in various applications like gesture recognition and fall detection.
RECL - Responsive Resource-Efficient Continuous Learning for Video Analytics
Innovative video analytics framework integrating model reuse and online retraining for efficient, adaptive DNN models. Optimizes GPU allocation and leverages shared model zoo for improved performance across diverse vision tasks.
New Face, Who Dis? - Recent Adversarial Approaches to Facial Recognition
Explore recent adversarial techniques to protect facial biometrics, including an open-source mobile app demonstration for real-world privacy preservation against facial recognition.
Boggart - Towards General-Purpose Acceleration of Retrospective Video Analytics
Innovative system for accelerating retrospective video analytics, balancing accuracy, latency, and efficiency while supporting custom queries and CNNs for diverse applications.
Research
يسلط الضوء على أهمية البحث والمعرفة وتأثيرهما على حياتنا اليومية ومستوى الدول، مع التركيز على دور المعرفة في تشكيل المستقبل وتحسين المجتمعات.
Surveillance Detection Scout – Your Lookout on Autopilot
Turn your Tesla into a mobile surveillance station with real-time alerts for potential followers, facial recognition, and pattern analysis. Explore the hardware, software, and privacy implications of this open-source project.
Easily Find Your Conference Pictures Using the Power of the Cloud
Leverage cloud technologies to automate conference photo searching using AWS services, Quarkus, and GraalVM. Learn about the benefits and challenges of implementing cutting-edge tools for image analysis.
Deciphering Doctor's Handwriting with Deep Learning
Explore deep learning techniques to decipher doctors' handwriting, improving accuracy and efficiency in medical data processing for the Flemish Government.
Understanding What Artificial Intelligence Actually Sees
Unveiling AI's perception: Learn how AI interprets data, train custom object detection models with minimal data, and implement them in real-time web apps.
Deep Learning in Computer Vision
Explore deep learning in computer vision, from basic concepts to advanced architectures. Learn practical tips for designing and developing neural networks to solve complex image understanding problems.
Stereoscopic Style Transfer AI - Art is not what you see?
Explore real-time style transfer in VR, transforming environments into 3D artworks. Learn deep learning techniques for applying artistic styles to live video feeds using OpenCV and TensorFlow.
Building Smarter Apps with Machine Learning - From Magic to Reality
Explore how to enhance apps with Machine Learning APIs and AutoML techniques, analyzing text, image, audio, and video data without extensive AI knowledge.