DataStema

How to integrate ALLURE Reports to test projects made on the CITRUS Framework.

Let's Connect Allure Reports to a Test Project Made on Citrus Framework

Learn how to fine tune a RoBERTa topic classification model in python with the hugging face transformers and libraries. 

Fine-Tuning RoBERTa for Topic Classification

A guide to using the open-source tool FiftyOne to download the Kinetics dataset and evaluate video understanding models

Kinetics Dataset - Training and Evaluating Models for Video Classification 

How to fine-tune a Hugging Face Transformer model for Sequence Classification

How to Fine Tune a 🤗 (Hugging Face) Transformer Model

Yes, building AI is hard! Every step from data annotation, training and deployment comes with its own set of challenges. This blog post will try to deal with the first two of those:

Multi-GPU training with Brain Builder and TensorFlow

I was rewriting codebase of our <a href="https://letsenhance.io" target="_blank">neural network image upscaling service</a> — Let’s Enhance to make it ready for bigger and faster models and API we are working on. As we work with image generation (superresolution, deblurring, etc) we do rely on a typical image processing libraries like OpenCV and PIL. I always had suspicions that it makes sense to use Tensorflow image processing capabilities — in theory, they should be faster. So, I decided to stick to native Tensorflow image preprosessing and dataset building tools using dataset.map() to keep all operations in tensors all around my code.

How Tensorflow’s tf.image.resize stole 60 days of my life

A look at two databases that have made claims to the Kubernetes native label: TiDB and DataStax Astra DB.

Kubernetes-Native Database: TiDB Vs. DataStax Astra DB

Blue Sky Analytics is a big data and AI start-up that uses geospatial data to monitor environmental parameters. Our goal is to become the Bloomberg of Environmental data for environmental monitoring, ESG (environment, social, and governance) due-diligence and climate risk assessment.

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DATASTEMA

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