# image tagging

Published articles for image tagging.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## Pollen-Vision: Unified interface for Zero-Shot vision models in robotics

DevFeed: [Pollen-Vision: Unified interface for Zero-Shot vision models in robotics](<https://devfeed.tech/articles/pollen-vision-unified-interface-for-zero-shot-vision-models-in-robotics-7442.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/pollen-vision>)

Author: Antoine Pirrone; Simon Le Goff; Rouanet; Simon Revelly

Published: 2024-03-25T00:00:00Z

Content type: article

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [Library](<https://devfeed.tech/topics/library.md>), [object-detection](<https://devfeed.tech/topics/object-detection.md>), [Robotics](<https://devfeed.tech/topics/robotics.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [reachy](<https://devfeed.tech/topics/reachy.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [3D](<https://devfeed.tech/topics/3d.md>), [Google](<https://devfeed.tech/topics/google.md>), [Meta](<https://devfeed.tech/topics/meta.md>)

Tags: [3d](<https://devfeed.tech/tags/3d.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [image-tagging](<https://devfeed.tech/tags/image-tagging.md>), [object-detection](<https://devfeed.tech/tags/object-detection.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [reachy](<https://devfeed.tech/tags/reachy.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [robotic-manipulation](<https://devfeed.tech/tags/robotic-manipulation.md>), [robotics](<https://devfeed.tech/tags/robotics.md>), [robots](<https://devfeed.tech/tags/robots.md>), [tools](<https://devfeed.tech/tags/tools.md>), [training](<https://devfeed.tech/tags/training.md>), [vision](<https://devfeed.tech/tags/vision.md>), [zero-shot](<https://devfeed.tech/tags/zero-shot.md>)

### AI overview

Pollen-Vision is an open-source library from the Pollen Robotics team that provides a modular interface for zero-shot vision models in robotics. Its initial release combines models for 3D object detection and segmentation, producing object coordinates to support autonomous grasping and other basic manipulation tasks without additional training.

### Source excerpt

We're on a journey to advance and democratize artificial intelligence through open source and open science.

## Chainguard's image tagging philosophy: enabling high velocity updates (pt. 3 of 3)

DevFeed: [Chainguard's image tagging philosophy: enabling high velocity updates (pt. 3 of 3)](<https://devfeed.tech/articles/chainguard-s-image-tagging-philosophy-enabling-high-velocity-updates-pt-3-of-3-12990.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/chainguards-image-tagging-philosophy-enabling-high-velocity-updates-pt-3-of-3>)

Published: 2023-11-17T00:00:00Z

Content type: article

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [Security](<https://devfeed.tech/topics/security.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [Automation](<https://devfeed.tech/topics/automation.md>), [monorepo](<https://devfeed.tech/topics/monorepo.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [GitHub Actions](<https://devfeed.tech/topics/github-actions.md>), [Pull Request](<https://devfeed.tech/topics/pull-request.md>), [Git](<https://devfeed.tech/topics/git.md>)

Tags: [automation](<https://devfeed.tech/tags/automation.md>), [chainguard](<https://devfeed.tech/tags/chainguard.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [digests](<https://devfeed.tech/tags/digests.md>), [follow](<https://devfeed.tech/tags/follow.md>), [github](<https://devfeed.tech/tags/github.md>), [github-actions](<https://devfeed.tech/tags/github-actions.md>), [image](<https://devfeed.tech/tags/image.md>), [image-tagging](<https://devfeed.tech/tags/image-tagging.md>), [monorepo](<https://devfeed.tech/tags/monorepo.md>), [pull-request](<https://devfeed.tech/tags/pull-request.md>), [sbom](<https://devfeed.tech/tags/sbom.md>), [security](<https://devfeed.tech/tags/security.md>), [workflows](<https://devfeed.tech/tags/workflows.md>), [yaml](<https://devfeed.tech/tags/yaml.md>)

### AI overview

Chainguard explains how deploying container images by digest improves security while preserving automated updates from image tags. Its digesta-bot updates digest references in source files, opens pull requests, and relies on testing and human review before production deployment.

### Source excerpt

Discover the final insights in Chainguard's image tagging series, focusing on maximizing update speed and security.

## Chainguard's image tagging philosophy: enabling high velocity updates (pt. 2 of 3)

DevFeed: [Chainguard's image tagging philosophy: enabling high velocity updates (pt. 2 of 3)](<https://devfeed.tech/articles/chainguard-s-image-tagging-philosophy-enabling-high-velocity-updates-pt-2-of-3-12989.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/chainguards-image-tagging-philosophy-enabling-high-velocity-updates-pt-2-of-3>)

Published: 2023-11-15T00:00:00Z

Content type: article

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [container images](<https://devfeed.tech/topics/container-images.md>), [chainguard](<https://devfeed.tech/topics/chainguard.md>), [container](<https://devfeed.tech/topics/container.md>), [Git](<https://devfeed.tech/topics/git.md>)

Tags: [chainguard](<https://devfeed.tech/tags/chainguard.md>), [container](<https://devfeed.tech/tags/container.md>), [container-images](<https://devfeed.tech/tags/container-images.md>), [content-addressed-tagging](<https://devfeed.tech/tags/content-addressed-tagging.md>), [digests](<https://devfeed.tech/tags/digests.md>), [git](<https://devfeed.tech/tags/git.md>), [git-tags](<https://devfeed.tech/tags/git-tags.md>), [image-tagging](<https://devfeed.tech/tags/image-tagging.md>), [immutable-tags](<https://devfeed.tech/tags/immutable-tags.md>), [sha-256](<https://devfeed.tech/tags/sha-256.md>)

### AI overview

Part 2 of a three-part series explains Chainguard's content-addressed image tagging philosophy. It argues that image digests provide a concise canonical identifier because they incorporate the contents and metadata of the entire container image, and compares them with Git commit SHAs.

### Source excerpt

Dive deeper into Chainguard's approach to image tagging, a cornerstone for swift and efficient container updates in Part 2 of this series.

## Chainguard's image tagging philosophy: enabling high velocity updates (pt. 1 of 3)

DevFeed: [Chainguard's image tagging philosophy: enabling high velocity updates (pt. 1 of 3)](<https://devfeed.tech/articles/chainguard-s-image-tagging-philosophy-enabling-high-velocity-updates-pt-1-of-3-12988.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/chainguards-image-tagging-philosophy-enabling-high-velocity-updates-pt-1-of-3>)

Published: 2023-11-13T00:00:00Z

Content type: article

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [chainguard images](<https://devfeed.tech/topics/chainguard-images.md>), [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>), [releases](<https://devfeed.tech/topics/releases.md>)

Tags: [chainguard](<https://devfeed.tech/tags/chainguard.md>), [chainguard-images](<https://devfeed.tech/tags/chainguard-images.md>), [container-image](<https://devfeed.tech/tags/container-image.md>), [cve](<https://devfeed.tech/tags/cve.md>), [distro](<https://devfeed.tech/tags/distro.md>), [dockerfiles](<https://devfeed.tech/tags/dockerfiles.md>), [github](<https://devfeed.tech/tags/github.md>), [image-tagging](<https://devfeed.tech/tags/image-tagging.md>), [series](<https://devfeed.tech/tags/series.md>), [software-security-practices](<https://devfeed.tech/tags/software-security-practices.md>), [velocity](<https://devfeed.tech/tags/velocity.md>)

### AI overview

Part 1 explains Chainguard's image-tagging philosophy for delivering fast updates while keeping image identities clear and usable. It describes epoch-based package revisions, vulnerability fixes, and how updates to packages within multi-package images can be delivered without changing the upstream version.

### Source excerpt

Explore Part 1 of Chainguard's image tagging philosophy series, focusing on enabling high-velocity updates.