The challenge Imagine you’ve just been given a new batch of 10,000 images or hours of video and you need to find only a small portion of relevant images. How would you go about isolating that subset of the data? In many cases, we receive a batch of visual data, images or video, with very […]
ECCV 2022 was a truly remarkable event. With two full days of incredible workshops and tutorials, followed by three additional days of the main conference, Computer Vision was celebrated in every corner. During the conference, giants like Amazon, Google and Meta, giants-in-the-making like Akriadata, and a whole host of awesome companies gathered to present intriguing […]
nuScenes is a public dataset for autonomous driving. In this post, we'll break down how Akridata Data Explorer makes exploration easy.
The autonomous world is rapidly becoming one of the most significant developments in human history. From self-driving cars to automated retail stores and warehouses, AI and machine learning have seamlessly integrated into our daily lives. The next frontier in AI is to push machines toward even greater autonomy, and achieving this requires a shift toward […]
Class imbalance-in-visual data sets is an all too common problem in real-world applications that use machine learning and AI. Many applications of computer vision suffer from imbalanced class distribution, including fraud detection, anomaly detection, medical diagnosis, oil spillage detection, facial recognition, and more. The consequences of imbalanced class data can have serious impacts on model […]
Explore how Akridata Data Explorer enhances visual data and AI modeling. Learn about its powerful features for dataset curation and efficient AI development.
CVPR Recap: Akridata Key Takeaways We are all jazzed up! We attended CVPR in New Orleans at the end of June and had a great time seeing everyone there, talking computer vision, visual data, and displaying Akridata Data Explorer. Couldn’t make the event? No problem! Below we’ll dive into our top takeaways, trends, and discussions […]
GTC 2022 is Just Around the Corner! Next week, Nvidia’s GTC Conference and Training will be firing up with some of the foremost in AI across numerous sectors, and we’re looking forward to connecting, engaging, informing, and learning with all of you from March 21-24. This year, Akridata’s Senior Director of Platform Engineering & Solutions, Kunal […]
The December edition of Tech Briefs from SAE International featured a short paper from Akridata on how a Data Supply Chain is a critical part of our emerging AI-infused world. This is best seen in the transportation industry where accelerating ADAS/AV development demands a cohesive modern Edge-to-Cloud perspective focused on data. As the paper explains: The pivot […]
Many of you are familiar with the comprehensive range of AI solutions that Nvidia currently offers. With chips optimized for AI, PCB boards, AI software dev kits, and the Omniverse platform with Digital Twin capabilities, Nvidia provides almost everything needed to successfully build an AI infrastructure that reaches across edge devices, data centers, and clouds. […]