The Picsellia Blog

Computer Vision

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

Data Science

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

Computer Vision

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

MLOps

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

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