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LLM Evaluation: Frameworks, Metrics, and Best Practices
LLM Evaluation: Practical insights on metrics, frameworks, tools, challenges, and best practices for robust AI performance.
November 5, 2025
8 min
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Computer vision
Top 23 must-read computer vision books
Ready to supercharge your knowledge with computer vision books? These top 23 picks will empower your tech journey.
October 12, 2023
10 min
ML
Activation functions in neural networks [Updated 2024]
Why use an activation function and how to choose the right one to train a neural network? Get answers to these questions and more in this post.
October 12, 2023
15 min
ML
Introduction to object detection with deep learning
The evolution of object detection models starting from machine learning models utilizing hand crafted features to transformer architectures.
September 29, 2023
15 min
ML
Embeddings in ML: Zero-shot, one-shot annotations, and vector similarity search
Explore embeddings in ML: dive deep into zero-shot & one-shot annotations and uncover the power of vector similarity search. Master modern techniques today!
September 15, 2023
15 min
Computer vision
What is panoptic segmentation and how it works
Learn about panoptic segmentation and how it converges the realms of instance and semantic segmentation for smarter image analysis.
July 31, 2023
12 min
ML
Intersection over Union (IoU) for object detection
Intersection over Union (IoU) is a crucial object detection metric. Learn how to estimate model accuracy with IoU for evaluating performance.
July 20, 2023
15 min
ML
MLOps: Methods and tools for machine learning
Unlock the potential of machine learning with MLOps: Streamline development, deployment, and maintenance for efficient, scalable AI solutions.
June 29, 2023
15 min
Partnerships
Unleashing the potential of unstructured data
SuperAnnotate and Databricks unite forces to turn unstructured data into valuable and actionable SuperData to help users create cutting-edge AI products.
June 20, 2023
5 min
AI
OpenAI Whisper — Your speech-to-text AI: History and usage
Read on to learn about Whisper, OpenAI’s remarkable creation, its history, and how to run the speech recognition model using SuperAnnotate.
June 14, 2023
12 min
ML
Mean average precision (mAP) in object detection
Discover what is mean average precision (mAP) in object detection, learn about evaluation metrics, calculation methods and interpretation of mAP scores.
June 12, 2023
15 min
Webinars
Webinar | OCR anything
Unravel the mysteries of OCR and its diverse applications across various sectors and learn about its transformative potential.
June 7, 2023
5 min
ML
What is image classification? Basics you need to know
What is image classification and how does it work in machine learning? Let's explore the algorithms and deep neural networks for image classification.
May 30, 2023
13 min
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