CODE

→ View original post on X — @learnopencv

Annotate Videos with CVAT in 5 Minutes Using AI

By

@learnopencv

–

27 February 2023 15h48

Annotate videos using CVAT in 5 minutes!
In this video, let's check out OpenCV tools and AI-assisted annotation addition.https://t.co/v46UYH5Sov #annotation #annotationtools #image #ai #imageannotation #cvat #machinelearning #neuralnetwork #objectdetection #deeplearning pic.twitter.com/AxJHCfoCwD
— Satya Mallick (@LearnOpenCV) 27 février 2023

Annotate videos using CVAT in 5 minutes!
In this video, let's check out OpenCV tools and AI-assisted annotation addition. http://
youtube.com/watch?v=R-XXSn
2ahOE
… #annotation #annotationtools #image #ai #imageannotation #cvat #machinelearning #neuralnetwork #objectdetection #deeplearning

→ View original post on X — @thegautamkamath

Memory Efficient Neural Networks: Activation Storage Optimization

By

@thegautamkamath

–

27 February 2023 14h59

This is useful for memory efficient NNs because with careful architecture choice, you don't have to store the activations of every layer. You can store the last layer and work your way backwards. The example indicates that the operation composes, so you can make deep networks 5/n

Daily Python, Machine Learning & Language Models Tutorials

By

–

27 February 2023 14h33

That's it. Every day, I share tutorials and simplify complex topics around Python, Machine Learning & Language Models. Follow me → @Sumanth_077 to ensure you don't miss that. Like/RT the first tweet to support my work and help this reach more people.

Leveraging Pre-trained NLP Models with MindsDB in Databases

By

–

27 February 2023 14h33

That's how you can leverage the pre trained Models from HF and Open AI to build NLP Applications right inside your DB. MindsDB is Open Source, checkout the Github Repo here: https://
github.com/mindsdb/mindsdb

Wait for HF Model Setup Completion Before Classification

By

–

27 February 2023 14h33

Once you set up the HF Model wait until the Status is "completed" Now use the model to classify the Text.

Creating a Text Sentiment Classifier with Hugging Face

By

–

27 February 2023 14h33

Now, here is the most important part of getting the pre-trained model either from Hugging Face or Open AI. Let's create a text sentiment classifier using Hugging Face. For that get the model from HF and apply the Sentiment Analysis to the review Table

Connecting to Demo Database and Exploring Amazon Reviews Text Data

By

–

27 February 2023 14h33

Now connect to your favorite Data Base. Here let's connect to a Demo Data Base "example_db". In the Data Base let's explore the text data contained in the "amazon_reviews" table Here is how you can do it

MindsDB: Open Source Machine Learning for Databases

By

–

27 February 2023 14h33

Introducing MindsDB that helps in bringing machine learning into databases and it's completely open source. Let's build a simple Sentiment Classifier model on Text Data. All you want to do is go to http://
mindsdb.com, create a Free Demo Account, and get started.

Machine Learning Integration in Databases with NLP and GPT-3

By

–

27 February 2023 14h33

The General use of Data Bases is to store and access Data but let's bring Machine Learning into Data Bases. Let's build NLP Applications with Hugging Face and GPT-3 right inside the Data Base with just a few SQL commands A Thread