The Picsellia Blog

Computer Vision

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

May 29, 2023

Data science

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.

Thibaut Lucas

May 25, 2023

News

SAM and Foundation Models in Computer Vision

We explored how SAM was created to become such a powerful tool. A groundbreaking model not only for Meta, but for the entire computer vision scenario!

April 25, 2023

Data Management

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

Konstantinos Poulinakis

March 22, 2023

onboarding

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

March 2, 2023

Computer vision

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.

Konstantinos Poulinakis

February 23, 2023

Computer vision

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

February 16, 2023

Tutorial

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.

February 10, 2023

YOLO

How to train YOLOv8 on a custom Dataset

YOLOv8 is the most recent edition in the highly renowned collection of models that implement the YOLO (You Only Look Once) architecture.

January 30, 2023