IBM Journey to AI blog

SEPTEMBER 5, 2024

Establishing standardized definitions and control measures builds a solid foundation that evolves as the framework matures. Data owners manage data domains, help to ensure quality, address data-related issues, and approve data definitions, promoting consistency across the enterprise.

Metadata 188

Metadata Data Quality Auto-classification DevOps 188

AWS Machine Learning Blog

MAY 31, 2023

Each model deployed with Triton requires a configuration file ( config.pbtxt ) that specifies model metadata, such as input and output tensors, model name, and platform. In the container definition, define the ModelDataUrl to specify the S3 directory that contains all the models that the SageMaker MME will use to load and serve predictions.

ML 101

ML Auto-classification Auto-complete Natural Language Processing 101

AWS Machine Learning Blog

OCTOBER 8, 2024

All other columns in the dataset are optional and can be used to include additional time-series related information or metadata about each item. It provides a straightforward way to create high-quality models tailored to your specific problem type, be it classification, regression, or forecasting, among others.

Machine Learning 90

Machine Learning Auto-complete Auto-classification Metadata 90

John Snow Labs

OCTOBER 12, 2023

It also pre-fills the model form with model metadata, usage code, and example results as much as possible. As part of the prompt definition, users can specify one or more questions, the answers to which will serve as the target entities for annotation. The latest version reinstates auto-refresh after task editing is complete.

NLP 52

NLP Auto-complete Auto-classification Prompt Engineer 52

The MLOps Blog

FEBRUARY 27, 2023

Stephen: Definitely sounds a whole like the typical project management dilemma. Then what is needed in such cases is definitely this awareness that by being open, we may not be able to specify how good something will work in the first place. Stephen: We definitely love war stories in this podcast. In the end, success also.

Computer Vision 52

Computer Vision Auto-classification Auto-complete ML 52

John Snow Labs

MAY 24, 2023

The major functionalities of LabelBox are: – Labeling data across all data modalities – Data, metadata and model predictions – Improving data and models LightTag LightTag is a text annotation tool that manages and executes text annotation projects. It annotates images, videos, text documents, audio, and HTML, etc.

Natural Language Processing 52

Natural Language Processing NLP Machine Learning Auto-classification 52

Dlabs.ai

JANUARY 16, 2023

The Mayo Clinic sponsored the Mayo Clinic – STRIP AI competition focused on image classification of stroke blood clot origin. Training Convolutional Neural Networks for image classification is time and resource-intensive. Using new_from_file only loads image metadata. Tile embedding Computer vision is a complex problem.

Neural Network 52

Neural Network ML Auto-classification Convolutional Neural Networks 52