Computer Vision

concepts · 23 notes linked

Related: Deep Learning · Google · Raspberry Pi · Facial Recognition · Adversarial Examples · Openai · GPT-3 · Transformers

Notes

• AI 50 2021: America's Most Promising Artificial Intelligence Companies — Forbes annual ranking of 50 promising private North American AI companies
• BearID: Face recognition for brown bears - Raspberry Pi — Deep learning bear face recognition for wildlife conservation monitoring
• CV4Animals Workshop — CVPR workshop applying computer vision to animal detection tracking and behavior understanding
• CinePI: a high-end film camera built on Raspberry Pi - Raspberry Pi — Open-source Raspberry Pi cinema camera recording 2K RAW DNG at 50fps 12-bit
• Circumvent Facial Recognition With Yarn — Knitted anti-surveillance garment using adversarial face patterns
• Clothing designer tricks AI-powered face recognition into thinking you're an animal — Adversarial knitted clothing patterns evade real-time facial recognition
• Computer Vision: Algorithms and Applications, 2nd ed. — Comprehensive freely available computer vision textbook by Richard Szeliski
• Couple fined after bus lane camera photographs text on woman's top — Automated camera misread T-shirt text as a vehicle license plate
• Google and the Department of Defense are building an AI-powered microscope to help doctors spot cancer — AI Augmented Reality Microscope overlays cancer detection onto traditional pathology workflow
• How do I find Waldo with Mathematica? — Computer vision approach to locating Waldo using color and shape features
• ImageNet — Large-scale image database organized by WordNet hierarchy for CV research
• Meta unveils HOT3D dataset for advanced computer vision training — Egocentric 3D hand-object interaction dataset from Meta Reality Labs
• Pedestrian Detection Database — Penn-Fudan annotated pedestrian detection benchmark image dataset
• Study: Deep neural networks don't see the world the way we do — MIT study reveals deep neural networks build idiosyncratic invariances unlike human perception
• Team Aims To Use Raspberry Pi in Brown Bear Conservation Effort — BearID uses AI face recognition on Raspberry Pi to monitor brown bears
• Tesla Autopilot gets tricked into accelerating from 35 to 85 mph with modified speed limit sign — Sticker on speed sign fools Tesla Autopilot MobilEye camera into speeding
• Understanding Dice Loss for Crisp Boundary Detection — Dice loss as alternative to cross-entropy for object boundary detection tasks
• Using AI to push the boundaries of wildlife survey technologies — Deep learning counts 500,000 wildebeest from satellite imagery automatically
• Using Deep Learning to Inform Differential Diagnoses of Skin Diseases — Deep learning system matches dermatologist accuracy on 26 skin conditions
• Using dlib from Python — dlib library installation and compilation guide for Python and C++
• VanillaNet — A Novel Neural Network Architecture for Computer Vision — Simple convolutional network without shortcuts or attention matches complex model performance
• What a machine learning tool that turns Obama white can (and can't) tell us about AI bias — PULSE face upscaler outputs white faces exposing dataset and structural AI bias
• Will Transformers Take Over Artificial Intelligence? | Quanta Magazine — Transformers expanding from NLP to vision, generative, and multimodal AI tasks