The Picsellia Blog

Exploring Stable Diffusion: Revolutionizing Image-to-Image Generation in Computer Vision

Stable diffusion is a type of generative model, which uses the power of AI and deep learning to generate images. Let’s take a closer look at it.

Image Embeddings explained

In a nutshell, embedding is a dimensionality reduction technique. It is a lower dimensional vector representation of high dimensional feature vectors (i.e.

Segmentation vs Detection vs Classification in Computer Vision: A Comparative Analysis

Computer vision is a vital component of today's technological landscape, enabling machines to perceive and comprehend the visual world. Within computer vis

Understanding the F1 Score in Machine Learning: The Harmonic Mean of Precision and Recall

In this article, we will delve into the concept of the F1 score, its relationship with precision and recall, andwhy it is advantageous to use the F1 score.

Data-Centric AI: A Guide to Improving ML Performance Through Data

Onboarding New Collaborators Easily

High turnover rates are real. There are many reasons behind people’s growing tendency to change teams, such as career changes, internal migrations, gap yea

Best Practices for Fine-Tuning Computer Vision Models

This article will introduce you to the best practices for hyperparameter tuning, explored through a typical CV task with TensorFlow and Keras-Tuner.

End-to-End Repeatable MLOps for Computer Vision

Any enterprise ML pipeline should automate various steps in the ML lifecycle. Such automation is usually achieved by compartmentalising each step as a stan

Train and integrate YOLOv8 with Picsellia in just a few minutes

In this tutorial, we will provide you with a detailed guide on how to train the YOLOv8 object detection model using Picsellia.