Agricultural organizations face a unique challenge. While the industry itself—as well as the farmlands upon which businesses within those industries make their money—are indisputably large, the actual profit margins that these businesses are seeing are remarkably slim. Much of this, as we will discuss, is due to previously unseen inefficiencies, which put the burden on […]
Across industries, quality inspection is essential. Not only does thorough review of products ensure lower rates of returns from unsatisfied customers, it promotes trustworthiness in your brand. Whether you’re a grocery store making certain that your not selling rotten or damaged fruit, a toy manufacturer inspecting the safety of the paints and components of a […]
On February 3, 2023, a train comprising 38 cars derailed in East Palestine, Ohio, spilling hazardous materials and forcing emergency crews to conduct a controlled burn of multiple railcars. The accident necessitated the evacuation of residents within a one-mile radius and required responses from agencies across Ohio, Pennsylvania, Virginia, and West Virginia. Subsequent investigations revealed […]
Akridata’s Data Explorer offers an interactive platform, where the accuracy metrics are connected directly to the data, saving valuable time in analyzing model’s accuracy, understanding what caused inaccuracies and allowing DS teams to target the next training cycle exactly where the model misfires.
AI Visual Inspection: A Cost-Effective Solution for Medical Device Manufacturers Philips recently settled over 700 lawsuits relating to their line of sleep apnea machines and ventilators. Not only did their payout amount to over one billion dollars, but the company was forced to recall a million of their devices as well. Why? Poor inspection. While […]
In this blog, we’ll see how Akridata leverages existing models like CLIP and DinoV2 for an improved labeling flow.
Explore AI's transformative effects on the industry in 2024. Uncover key predictions and trends, from foundational models to data quality investments and more.
Until very recently, performing data science with image and video data was an incredibly difficult task. But now, Sanjay Pichaiah explains how advancement in AI powered tools has allowed more organizations to extract value from visual data, an increasingly important need for businesses.
Given the typically large visual datasets, it is impossible to manually inspect each image, but what if there was an automatic way to validate their quality?
Information can be presented in many different forms – starting from its raw format, with no processing or filtering, through graphs and statistics, to a short summary or even a single value. It all depends on the use case, available resources and the next step. Choosing the correct form of data presentation is tricky, but […]