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
One platform for all your
Vision AI operations
One single place for all your teams and projects. Build, Deploy, and Improve production-grade Computer Vision products.
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Introduction to MLOps for Computer Vision
Upgrade your computer vision models to computer vision pipelines
With Picsellia, AI teams can Organize, Operate & ensure Observability of their CV pipelines.
A Centralized Workspace
Structure
Take advantage of a dedicated platform instead of scattered tools. Empower computer vision teams to organize data chaos & supercharge collaboration.
- Organized and accessible data
- A unified platform
- Improved collaboration
Benefit
Increase AI team time spent on hight-value tasks by +33% to unleash collective intelligence.
Your AI production chain
Operate
Rely on the right development backbone. Increase research velocity. Build, deploy, and improve high-performing CV models at scale.
- Create great models in no time
- Scalable deployment
- Improve continuously (CT/CD)
Benefit
Build & Deploy CV models 3X faster, with scalable infrastructure and automation.
The 360° view of your CV pipeline
Observability
Leverage the only monitoring tool designed specifically for computer vision. Keep track of all CV experiments performed. Gain real-time visibility into the health of your pipelines.
- Be alerted when something is wrong
- Bring full observability to deployed models and the live data that feeds them
Benefit
Improve model performance with full ML observability.
A Complete MLOps Stack
7 challenges. 1 Platform.
Improve continuously CT/CD
Operate CV Models at Scale
Improve continuously CT/CD
Serverless Deployment Solutions
Model Management
Operate CV Models at Scale
Model Management
CV Model Monitoring
Improve model performance with full ML observability
CV Model Monitoring
AI Laboratory
Improve model performance with full ML observability
AI Laboratory
Jean-Charles Risch
Head of AI @Fortil
Head of AI @Fortil
If you are a company wishing to organize its AI workload and facilitate collaboration in a simple and modular way, an end-to-end solution ranging from data storage to model deployment like Picsellia is just right!
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