The Picsellia Blog

Read our MLOps experts' technical notes, insights and tutorials to stay updated on the latest AI trends!

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COCO Evaluation metrics explained

Dive into COCO Evaluation Metrics for computer vision, exploring precision, recall, IoU & their meaning. Master object detection with Picsellia.

August 16, 2023

Computer Vision

An In-Depth Guide to Contrastive Learning in AI

Contrastive learning is a machine learning technique that teaches models to distinguish between similar and dissimilar samples.

June 26, 2023

Computer Vision

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.

Auriane Bonnot

June 16, 2023

Computer Vision

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.

Tochukwu Nwoke

May 30, 2023

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

Computer Vision

A dive into YOLO object detection

We will explore the family of YOLO object detection models, from the original YOLO network up to the latest YOLOv8 and NAS networks. Get ready f

Konstantinos Poulinakis

November 30, 2022

Tech

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Activation Functions and Neural Networks

Explore the key roles of activation functions in neural networks for computer vision tasks. Learn about Sigmoid, ReLU, and more for better deep learning.

September 1, 2023

Data Science

COCO Evaluation metrics explained

Dive into COCO Evaluation Metrics for computer vision, exploring precision, recall, IoU & their meaning. Master object detection with Picsellia.

August 16, 2023

Computer Vision

Mask R-CNN - Everything explained

Explore Mask R-CNN: a groundbreaking tool in computer vision for object detection & instance segmentation. Dive deep into its architecture & applications.

August 14, 2023

Computer Vision

The Confusion Matrix in Computer Vision

Evaluate computer vision models effectively with the power of the confusion matrix. Understand strengths, weaknesses, and make informed decisions.

July 26, 2023

Data Science

Understanding Overfitting in Machine Learning

Learn to tackle overfitting in machine learning with effective strategies and Picsellia's MLops platform. Avoid model memorization.

July 26, 2023

Data Science

The Confluence of Computer Vision and Drone Technology

Unlike their early counterparts, today's drones are not just equipped to capture high-resolution images and videos, AI opened up a whole new field.

July 5, 2023

Computer Vision

[Industrie 4.0] Revolutionizing Manufacturing with Computer Vision

The integration of computer vision technology in modern manufacturing has opened up a world of possibilities for companies looking to streamline their work

July 3, 2023

Computer Vision

An In-Depth Guide to Contrastive Learning in AI

Contrastive learning is a machine learning technique that teaches models to distinguish between similar and dissimilar samples.

June 26, 2023

Computer Vision

Top 5 experiment tracking tools for Computer vision

AI is typically achieved through iterative and experimental processes such as changing the model, running multiple experiments, and examining the results.

June 16, 2023

MLOps

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What’s New

Product Updates

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

News

Is AutoML Replacing Data Scientists?

Machine Learning revolutionized computer vision and language processing and is now shapeshifting biology and engineering.

Konstantinos Poulinakis

January 19, 2023

News

5 Steps to Take To Start A Career in Computer Vision

Have you ever wondered how to break into the field of computer vision? Here are some cool tips on how to get started!

January 5, 2023

News

That’s a wrap!

Our CEO Thibaut reflects on the past year and shares with us what he's learned in terms of computer vision, entrepreneurship, and enlarging the avo family!

December 23, 2022

News

6 Computer Vision Trends in 2022

AI has immensely contributed to computer vision’s advances over the past years. It’s the field where most AI research is being conducted. But what is going

Konstantinos Poulinakis

September 28, 2022

News

Creating a CVOps Platform: Picsellia’s Latest Release is Out

Our new release incorporates the latest tools and features to manage your entire MLOps pipeline in one single place, making it the first CVOps platform.

February 21, 2022

News

Ensuring the Success of an ML Computer Vision Project

There are many pros in having a computer classify and categorize images or objects. But how can you guarantee the success of your computer vision project?

August 31, 2020

News

How to Build an Image Anonymizer For GDPR Compliant Tasks With TF2

Our mission is to assist others to build better computer vision models, so we built an anonymizer to help you build GDPR-compliant human-related datasets.

August 31, 2020

News

The Fastest Way to Analyze Models for Object Detection

Learn how to choose, tune and train any deep learning architecture to train your object detection models, by using an MLOps solution for computer vision.

August 31, 2020

News

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The Picsellia Blog

Get our updates sent straight to your inbox.

COCO Evaluation metrics explained

August 16, 2023

An In-Depth Guide to Contrastive Learning in AI

June 26, 2023

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

Auriane Bonnot

June 16, 2023

Image Embeddings explained

Tochukwu Nwoke

May 30, 2023

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

May 29, 2023

A dive into YOLO object detection

Konstantinos Poulinakis

November 30, 2022

Activation Functions and Neural Networks

September 1, 2023

COCO Evaluation metrics explained

August 16, 2023

Mask R-CNN - Everything explained

August 14, 2023

The Confusion Matrix in Computer Vision

July 26, 2023

Understanding Overfitting in Machine Learning

July 26, 2023

The Confluence of Computer Vision and Drone Technology

July 5, 2023

[Industrie 4.0] Revolutionizing Manufacturing with Computer Vision

July 3, 2023

An In-Depth Guide to Contrastive Learning in AI

June 26, 2023

Top 5 experiment tracking tools for Computer vision

June 16, 2023

What’s New

SAM and Foundation Models in Computer Vision

April 25, 2023

Is AutoML Replacing Data Scientists?

Konstantinos Poulinakis

January 19, 2023

5 Steps to Take To Start A Career in Computer Vision

January 5, 2023

That’s a wrap!

December 23, 2022

6 Computer Vision Trends in 2022

Konstantinos Poulinakis

September 28, 2022

Creating a CVOps Platform: Picsellia’s Latest Release is Out

February 21, 2022

Ensuring the Success of an ML Computer Vision Project

August 31, 2020

How to Build an Image Anonymizer For GDPR Compliant Tasks With TF2

August 31, 2020

The Fastest Way to Analyze Models for Object Detection

August 31, 2020

Start managing your data the right way.

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