Archives for image recognition - Page 2
EfficientNetV2 can train up to 11x faster than prior models, while being up to 6.8x smaller in parameter size.
The post Tech Behind Google’s New CNN, EfficientNetV2 appeared first on Analytics India Magazine.
In a recent work by Microsoft Research, a new framework is introduced which can address in the case of unforeseen corruptions or distribution shifts of data models to create “unadversarial objects,” inputs that are optimized particularly for more robust model performance.
The post Microsoft Releases Unadversarial Examples: Designing Objects for Robust Vision – A Complete Hands-On Guide appeared first on Analytics India Magazine.
Mahotas is a computer vision and image processing library for python. It is implemented using C++ so it is fast and it operates over NumPy arrays.
The post Complete Guide to Mahotas Python Library for Image Processing appeared first on Analytics India Magazine.
Mahotas is a computer vision and image processing library for python. It is implemented using C++ so it is fast and it operates over NumPy arrays.
The post Complete Guide to Mahotas Python Library for Image Processing appeared first on Analytics India Magazine.
The second talk of the Day 1 “Automated ID Extraction From Scan Copy Of Account Opening Form” was presented at the Computer Vision conference of the year, CVDC 2020 by Sushil Ostwal, Head Data Science/AI at Motilal Oswal Financial Services. CVDC 2020 is scheduled for 13th and 14th of August, organised by the Association of…
The post Extraction Of Aadhar IDs Using OpenCV & TensorFlow- Sushil Ostwal, Head Data Science at Motilal Oswal Financial Services appeared first on Analytics India Magazine.
Any typical successful computer vision model first undergoes pre-training on ImageNet and then proceeds to do the tasks such as classification or captioning of the image. But can the vision models learn more from language? To explore this, two researchers from the University Of Michigan introduced “VirTex”, a pretraining approach to learn visual features via…
The post Computer Vision Models That Learn From Language appeared first on Analytics India Magazine.
Computer Vision and Pattern Recognition (CVPR) conference is one of the most popular events around the globe where computer vision experts and researchers gather to share their work and views on the trending techniques on various computer vision topics, including object detection, video understanding, visual recognition, among others. This year, the Computer Vision (CV) researchers…
The post Everything So Far In CVPR 2020 Conference appeared first on Analytics India Magazine.
Facial recognition has been the go-to solution for China’s government. Over the years, the government has quickly democratised technology to effortlessly performs security checks, surveillance, and authenticate for privacy. While the government describes the use of technology for availing superior services for the citizens, people are critical of the potential misuse of facial recognition technology.…
The post China’s Mandatory Facial Scan For Mobile Users: What Are The Global Implications? appeared first on Analytics India Magazine.
The accuracy of state-of-the-art object detection systems is often under scanner for seemingly obvious reasons. From unlocking the phone to self-driving cars, object detection is almost everywhere. As computer vision applications grow in popularity, it has become crucial to keep their flaws in check or at least detect them in the first place. These flaws…
The post How Online Companies Are Tapping Into Object Detection To Improve User Experience appeared first on Analytics India Magazine.
Whether you are an animal or not, you cannot deny the fact that stray dogs and their increasing population is a critical issue in India. Rabies is a fatal disease and it can be transmitted to humans. Even though almost all warm-blooded animals can get and transmit this disease, dogs are the most common carrier.…
The post 12th Grade Bengaluru Girl Develops AI System To Track Stray Dogs For Vaccination appeared first on Analytics India Magazine.