E11 Bio is launching Volara: an open-source Python library... for block-wise processing of large volumetric microscopy datasets! Built on top of Daisy (a lightweight framework from the Funke Lab at Janelia), Volara features block-wise task abstractions, making scalable image processing more accessible, robust, and repeatable. Developed for neuron segmentation, Volara includes tools for extracting segmentations from affinity graphs and is easily extendable for other image processing pipelines beyond connectomics. Read more:show more

New feature✨ Faster processing for many features, such as... drawing with large brushes, drawing with a high watercolor edge value, fill, convert to lines and tones, and more💨show more

🚀 A sneak peek of a new feature in... the #GeoAI Python package! Now you can train an image segmentation model for extracting features (e.g., buildings) from satellite or aerial imagery—all with just a few lines of code. 🛠️ Check out the GitHub repository: 📚 Dive into the documentation: 📺 Check out the entire YouTube playlist: #GeoAI #geospatial #AI #Python #DeepLearningshow more

Krea 2 is now on Artificial Analysis #1 image... model from an independent research lab and #6 globally on text-to-image leaderboard. open-source cooking and coming soon.show more

This is incredible. The new NASA image release from... #Artemis includes a sequence of 'Hello World' still photographs. I've been processing / animating them and here's what the original didn't show us: Satellites, including their solar arrays, lightning storms and dancing aurora!show more

🚀 The #GeoAI Python package now supports feature segmentation... from high-resolution satellite and aerial imagery using text prompts, such as trees, buildings, etc. It efficiently processes large datasets with automatic tiling and can save results as a single image. Stay tuned for more features coming soon! 📓 Access the notebook: 🛠️ Explore the GitHub repository: 📚 Dive into the documentation: 📺 Check out the entire YouTube playlist: #GeoAI #geospatial #AI #Python #DeepLearningshow more

Oldies but goldies: R. Keys, Cubic convolution interpolation for... digital image processing, 1980. Introduces bicubic interpolation, the most frequently used image interpolation method.show more

Another highly requested feature (drag and drop image processing)

🚨 SplatTransform 2.0 is here!🚨 Open source CLI tool... and library for 3DGS processing NEW: Fully automated, lightning fast creation of high quality collision for your splats. Outputs: 🧊 Voxel format 🔼 Mesh format See both formats in action in the video. Links 👇show more

Today we're releasing the Segment Anything Model (SAM) —... a step toward the first foundation model for image segmentation. SAM is capable of one-click segmentation of any object from any photo or video + zero-shot transfer to other segmentation tasks ➡️show more

cobalt 11 brings on-device media processing, huge performance improvements,... and refreshed ui local processing is enabled for all desktop users starting now, so you can enjoy best compatibility with players and editing tools, no extra remuxing required :)show more

Evidence suggests this “therapy” has a negative impact on... mental state over time. It proposes a substitute for more healthy long-term strategies of processing an assumption and perception of the world around the individual.show more

New Llama.cpp UI is a blessing for the local... AI world 🌎 - Blazing fast, beautiful, and private (ofc) - Use 150,000+ GGUF models in a super slick UI - Drop in PDFs, images, or text documents - Branch and edit conversations anytime - Parallel chats and image processing - Math and code rendering - Constrained generation with JSON schema supported Easy setup + open-source + community-built 🔥show more

A brief summary of mRNA processing. From here, we'll... dive down and learn the details of each step. Learn more at #biology #3D #animation #EdTech #scienceshow more

Entire flight full of migrants being shipped from processing... centers on Delta Are taxpayer dollars paying for this????show more

Leffa from Meta is a 🆕 unified framework for... controllable person image generation that enables precise manipulation of both appearance (i.e., Virtual try-on) and pose (i.e., Pose transfer). Learn more about 📚 Code,🔥 Demo, and 🤗 Model ⬇️show more

E11 Bio is excited to unveil PRISM technology for... mapping brain wiring with simple light microscopes. Today, brain mapping in humans and other mammals is bottlenecked by accurate neuron tracing. PRISM uses molecular ID codes and AI to help neurons trace themselves. We discovered a new cell barcoding approach exceeding comparable methods by more than 750x. This is the heart of PRISM. We integrated this capability with microscopy and AI image analysis to automatically trace neurons at high resolution and annotate them with molecular features. This is a key advance towards economically viable brain mapping - 95% of costs stem from neuron tracing. It is also an important step towards democratizing neuron tracing for everyday neuroscience. Solving these problems is critical for curing brain disorders, building safer and human-like AI, and even simulating brain function. In our first pilot study, we acquired a unique dataset in mouse hippocampus. Barcodes improved the accuracy of tracing genetically labelled neurons by 8x – with a clear path to 100x or more. They also permit tracing across spatial gaps – essential for mitigating tissue section loss in whole-brain scaling. Using molecular annotation, we uncover an intriguing feature of synaptic organization, demonstrating how PRISM can be used for systematic discovery 🧵show more