Many of you from our developer community have asked how to deploy, use, and even test your model once it has been exported from PerceptiLabs. So, we added a Gradio deployment target to PerceptiLabs’ Deploy View back in the 0.13 release. …

Many of you from our developer community have asked how to deploy and use your model once it has been exported from PerceptiLabs. So, we added a FastAPI deployment target to PerceptiLabs’ Deploy View back in the 0.13 release. …

According to this Gartner report, 70% of new applications developed by enterprises will use low-code application platforms (LCAP) by 2025. And for good reason, as the report states it enables businesses to quickly deliver new solutions and modernize business capabilities. This doesn’t come as a surprise to us. Right from…

Despite the growth of AI over the last few years, organizations embarking on their own applied ML (i.e., using their own data and model for real-world inference) often struggle, and usually fail, for a variety of reasons. ML practitioners are often not sure where to start and how to complete…

More content at plainenglish.io. Sign up for our free weekly newsletter. Get exclusive access to writing opportunities and advice in our community Discord. If you’ve ever heard the phrase: “this is gonna get worse before it gets better”, then you’re already halfway there to understanding Deep Double Descent. In 2019, Open AI published a great article about the Deep Double Descent phenomenon. It nicely sums up how the loss (error) for models like CNNs and…

Every year, millions of hectares of forest are lost due to the spread of wildfires. However, using image recognition, authorities may now be able to identify wildfires from live-streamed images from cameras on highways or buildings. Inspired by the potential to help save the environment using deep learning, we built…

Dark-field microscopy is a microscopy technique that uses oblique illumination to enhance the contrast in specimens which are difficult to view under normal illumination. An interesting application of dark-field microscopy is to view blood sample features such as blood cells. …

Image segmentation is a powerful technique to locate objects or boundaries in images on a per-pixel level. In this blog we take a quick look at how U-Nets work, and explore how they build on standard CNNs. Deep Learning (DL)-based image processing is now used across a variety of industries. In particular, methods like image classification (i.e., identifying what an image represents), and object detection (i.e., identifying an object and its location in the image) are being applied in use cases ranging from computer vision applications (e.g…

Can an image-recognition model make sense of the quirks of fresh produce? — The handling of perishable foods like fruits and vegetables in a supply chain can involve many processes like sorting, weighing, and identifying expired produce. Traditionally, these processes were done by hand, but are becoming more automated as technology advances. …