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 one of the most important developments in human history. From self driving cars to retail stores to warehouses, AI and machine learning are now an integral part of our everyday life, and the next frontier for AI is to enable machines to have even more autonomy. An essential component to bring […]
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 […]
AI and ML have made incredible strides in recent years, but we are rapidly approaching a critical impasse. For modeling and AI/ML infrastructure to continue progressing and succeed in real-world applications, improving the quality of data is the only way to make it possible. As Andrew Ng has recently campaigned, we now need to make […]
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. […]
AI guru and one of Time magazine’s 100 Most Influential People in 2012, Andrew Ng recently launched a campaign to drive the adoption of “Data-Centric AI.” Why? Because at this point in the evolution of AI, the success and the future of real-world AI applications hinges on the quality of data. While ML/AI hardware infrastructure and modelling have made significant progress, […]