Snorkel AI

JULY 14, 2023

classification, information extraction) using programmatic labeling, fine-tuning, and distillation. This is especially helpful for classification across many classes, where users tend to write more LFs. Intelligent Auto-Suggest Strategies for Labeling Functions You can now target specific error hotspots using slice-based suggestions.

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Snorkel AI

JULY 14, 2023

classification, information extraction) using programmatic labeling, fine-tuning, and distillation. This is especially helpful for classification across many classes, where users tend to write more LFs. Intelligent Auto-Suggest Strategies for Labeling Functions You can now target specific error hotspots using slice-based suggestions.

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Auto-classification Machine Learning Data Science Data Platform 52

Heartbeat

JUNE 26, 2023

Today, I’ll walk you through how to implement an end-to-end image classification project with Lightning , Comet ML, and Gradio libraries. Image Classification for Cancer Detection As we all know, cancer is a complex and common disease that affects millions of people worldwide. This architecture is often used for image classification.

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The MLOps Blog

JUNE 27, 2023

” – James Tu, Research Scientist at Waabi Play with this project live For more: Dive into documentation Get in touch if you’d like to go through a custom demo with your team Comet ML Comet ML is a cloud-based experiment tracking and optimization platform. SuperAnnotate SuperAnnotate specializes in image and video annotation tasks.

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AWS Machine Learning Blog

OCTOBER 8, 2024

It provides a straightforward way to create high-quality models tailored to your specific problem type, be it classification, regression, or forecasting, among others. In this section, we delve into the steps to train a time series forecasting model with AutoMLV2.

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Bugra Akyildiz

MAY 14, 2023

Simulation of consumption of queue up to drivers estimated position becomes an easy simple algorithm and results in wait time classification. They have released the Visual Blocks for ML framework, along with a demo and Colab examples. They refer to this as our “demand” model.

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Snorkel AI

FEBRUARY 2, 2023

If you’re not familiar with the Snorkel Flow platform, the iteration loop looks like this: Label programmatically: Encode labeling rationale as labeling functions (LFs) that the platform uses as sources of weak supervision to intelligently auto-label training data at scale. Auto-generated tag-based LFs. Streamlined tagging workflows.

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Snorkel AI

FEBRUARY 2, 2023

If you’re not familiar with the Snorkel Flow platform, the iteration loop looks like this: Label programmatically: Encode labeling rationale as labeling functions (LFs) that the platform uses as sources of weak supervision to intelligently auto-label training data at scale. Auto-generated tag-based LFs. Streamlined tagging workflows.

Auto-classification 52

Auto-classification Software Engineer Neural Network Machine Learning 52

Viso.ai

DECEMBER 3, 2023

Get a demo for your organization. YOLOv8 Pose estimation and pose keypoint classification: YOLOv8 pose models use the -pose suffix (for example, yolov8n-pose.pt). Other popular applications of computer vision include image classification, image segmentation , face detection , and object detection. What Is Pose Estimation?

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Bugra Akyildiz

OCTOBER 21, 2023

Check the separated audio examples in the Demo Page ! LLMs are powerful but expensive to run, and generating responses or code auto-completion can quickly accumulate costs, especially when serving many users. BC has been shown to outperform previous calibration methods on a variety of natural language and image classification tasks.

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Viso.ai

MARCH 29, 2024

To learn more about Viso Suite, book a demo. Then, you should load your saved RandomForestClassifier model in loaded_model and its prediction, which is 0 or 1 (classification problem). Developing an Image Classification App For this purpose, you need to upload and process files in Streamlit.

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DataRobot Blog

FEBRUARY 2, 2023

Then you can use the model to perform tasks such as text generation, classification, and translation. Demo See DataRobot in Action Watch a demo The post Simplify Deployment and Monitoring of Foundation Models with DataRobot MLOps appeared first on DataRobot AI Platform. and its affiliates.

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Mlearning.ai

JUNE 28, 2023

Photo by Joshua Hoehne on Unsplash Quick Links Demo Source code Before It Began When I started this project, I wanted to make something that I and the people around me, like teachers and friends, will use every day. This is the link [8] to the article about this Zero-Shot Classification NLP. There will be a lot of tasks to complete.

Machine Learning 52

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Viso.ai

DECEMBER 22, 2023

Today, the computer vision project has gained enormous momentum in mobile applications, automated image annotation tools , and facial recognition and image classification applications. This is essential for its high accuracy and efficiency in image segmentation. This makes SAM powerful and efficient in adapting to new segmentation challenges.

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John Snow Labs

MAY 24, 2023

It allows text classification with multiple categories and offers text annotation for any script or language. – It offers documentation and live demos for ease of use. Based on an auto-scaling architecture powered by Kubernetes, NLP Lab can scale to many teams and projects.

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Snorkel AI

FEBRUARY 27, 2023

Take that canonical spam classification example: if you see the phrase wire transfer , maybe it’s more likely to be spam. Rather than just throwing it away, we can use it to auto-generate labels and train machine-learning models that can then learn to extend beyond what’s in these expansive but sometimes brittle knowledge bases.

Machine Learning 52

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Snorkel AI

FEBRUARY 27, 2023

Take that canonical spam classification example: if you see the phrase wire transfer , maybe it’s more likely to be spam. Rather than just throwing it away, we can use it to auto-generate labels and train machine-learning models that can then learn to extend beyond what’s in these expansive but sometimes brittle knowledge bases.

Machine Learning 52

Machine Learning Large Language Models AI AI 52

Heartbeat

DECEMBER 27, 2023

Use Case To drive the understanding of the containerization of machine learning applications, we will build an end-to-end machine learning classification application. image { width: 95%; border-radius: 1%; height: auto; }.form-header Docker APIs interact with the Docker daemon through the CLI commands or scripting.

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AWS Machine Learning Blog

NOVEMBER 1, 2023

The demo implementation code is available in the following GitHub repo. The system is further refined with DistilBERT , optimizing our dialogue-guided multi-class classification process. Additionally, you benefit from advanced features like auto scaling of inference endpoints, enhanced security, and built-in model monitoring.

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