WPSD Local 6

From Bounding Boxes to Segmentation: How Image Annotation Methods Differ

Image annotation can tell a model very different things about a picture. A box can show where a car is. A polygon can follow ...

Are cells failing in Colab due to Python 3.13 or Ubuntu 24.04? Classifying common cells by running them on old and new Python/Ubuntu versions (reproduced in Dock…

This article is for those whose notebook cells, which used to work in Google Colab, have started failing. According to Colab ...
BIOENGINEER

Open-Source Python Toolbox Turns Drone Images into Plant Fluorescence Maps

Plants are constantly talking to us through light. When chlorophyll absorbs sunlight to power photosynthesis, a small ...

What is Jeff? Introducing a small AI for Mac that handles judgment and classification, and letting it choose between 5 AIs

Jeff is an AI that performs judgment and classification, such as selecting from prepared options based on input text. In terms of delegating judgment and classification to an AI, it is easy to think ...
GitHub

Read and write TIFF files

store NumPy arrays in TIFF (Tagged Image File Format) files, and read image and metadata from TIFF-like files used in bioimaging. Image and metadata can be read from TIFF, BigTIFF, OME-TIFF, GeoTIFF, ...
Nature

Explainable Deep Learning in Image Analysis articles from across Nature Portfolio

Explainable Artificial Intelligence (XAI) encompasses a broad spectrum of methods that aim to enhance the transparency of deep learning models, with Class Activation Mapping (CAM) methods widely used ...