diff --git a/.github/ISSUE_TEMPLATE/bug-report.yml b/.github/ISSUE_TEMPLATE/bug-report.yml index c1ce925..26efdda 100644 --- a/.github/ISSUE_TEMPLATE/bug-report.yml +++ b/.github/ISSUE_TEMPLATE/bug-report.yml @@ -15,7 +15,7 @@ body: attributes: label: Search before asking description: > - Please search the [YOLOE Docs](https://docs.ultralytics.com/models/yoloe/) and [issues](https://github.com/ultralytics/yoloe_data_engine/issues) to see if a similar bug report already exists. + Please search the [YOLOE Docs](https://docs.ultralytics.com/models/yoloe) and [issues](https://github.com/ultralytics/yoloe_data_engine/issues) to see if a similar bug report already exists. options: - label: > I have searched the Ultralytics [issues](https://github.com/ultralytics/yoloe_data_engine/issues) and found no similar bug report. @@ -74,7 +74,7 @@ body: attributes: label: Minimal Reproducible Example description: > - When asking a question, people will be better able to provide help if you provide code that they can easily understand and use to **reproduce** the problem. This is referred to by community members as creating a [minimal reproducible example](https://docs.ultralytics.com/help/minimum-reproducible-example/). + When asking a question, people will be better able to provide help if you provide code that they can easily understand and use to **reproduce** the problem. This is referred to by community members as creating a [minimal reproducible example](https://docs.ultralytics.com/help/minimum-reproducible-example). placeholder: | ```python from data_engine import DataEngine diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml index f546ca4..8c16421 100644 --- a/.github/ISSUE_TEMPLATE/config.yml +++ b/.github/ISSUE_TEMPLATE/config.yml @@ -3,10 +3,10 @@ blank_issues_enabled: true contact_links: - name: 📄 YOLOE Docs - url: https://docs.ultralytics.com/models/yoloe/ + url: https://docs.ultralytics.com/models/yoloe about: Ultralytics YOLOE model documentation - name: 💬 Forum - url: https://community.ultralytics.com/ + url: https://community.ultralytics.com about: Ask on Ultralytics Community Forum - name: 🎧 Discord url: https://ultralytics.com/discord diff --git a/.github/ISSUE_TEMPLATE/feature-request.yml b/.github/ISSUE_TEMPLATE/feature-request.yml index 51e1a20..bd2bf69 100644 --- a/.github/ISSUE_TEMPLATE/feature-request.yml +++ b/.github/ISSUE_TEMPLATE/feature-request.yml @@ -15,7 +15,7 @@ body: attributes: label: Search before asking description: > - Please search the [YOLOE Docs](https://docs.ultralytics.com/models/yoloe/) and [issues](https://github.com/ultralytics/yoloe_data_engine/issues) to see if a similar feature request already exists. + Please search the [YOLOE Docs](https://docs.ultralytics.com/models/yoloe) and [issues](https://github.com/ultralytics/yoloe_data_engine/issues) to see if a similar feature request already exists. options: - label: > I have searched the Ultralytics [issues](https://github.com/ultralytics/yoloe_data_engine/issues) and found no similar feature requests. diff --git a/.github/ISSUE_TEMPLATE/question.yml b/.github/ISSUE_TEMPLATE/question.yml index e7f115c..0365a3b 100644 --- a/.github/ISSUE_TEMPLATE/question.yml +++ b/.github/ISSUE_TEMPLATE/question.yml @@ -14,7 +14,7 @@ body: attributes: label: Search before asking description: > - Please search the [YOLOE Docs](https://docs.ultralytics.com/models/yoloe/), [issues](https://github.com/ultralytics/yoloe_data_engine/issues) and [discussions](https://github.com/orgs/ultralytics/discussions) to see if a similar question already exists. + Please search the [YOLOE Docs](https://docs.ultralytics.com/models/yoloe), [issues](https://github.com/ultralytics/yoloe_data_engine/issues) and [discussions](https://github.com/orgs/ultralytics/discussions) to see if a similar question already exists. options: - label: > I have searched the Ultralytics [issues](https://github.com/ultralytics/yoloe_data_engine/issues) and [discussions](https://github.com/orgs/ultralytics/discussions) and found no similar questions. diff --git a/README.md b/README.md index cc916ca..825a529 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,8 @@ -Ultralytics logo +Ultralytics logo # 🚀 YOLOE Data Engine -The YOLOE Data Engine builds and refines training data for [YOLOE](https://docs.ultralytics.com/models/yoloe/), the real-time open-vocabulary model in the [Ultralytics](https://www.ultralytics.com/) family. It closes the loop between a dataset and a model: existing labels are loaded, a trained YOLOE model predicts over the same images, and any prediction not already covered by a ground-truth box is merged back into the labels. The result is a denser, better-covered dataset for the next training run. +The YOLOE Data Engine builds and refines training data for [YOLOE](https://docs.ultralytics.com/models/yoloe), the real-time open-vocabulary model in the [Ultralytics](https://www.ultralytics.com) family. It closes the loop between a dataset and a model: existing labels are loaded, a trained YOLOE model predicts over the same images, and any prediction not already covered by a ground-truth box is merged back into the labels. The result is a denser, better-covered dataset for the next training run. The pipeline handles both **grounding** data (free-form text phrases tied to image regions, such as Flickr30k Entities or mixed-grounding GQA) and **detection** data (a fixed class vocabulary, such as Objects365), and it includes tooling to refine the text prompts attached to grounding labels and to visually inspect everything it produces. @@ -10,7 +10,7 @@ This is a working research repository: a collection of scripts rather than an in [![Ultralytics Actions](https://github.com/ultralytics/yoloe_data_engine/actions/workflows/format.yml/badge.svg)](https://github.com/ultralytics/yoloe_data_engine/actions/workflows/format.yml) [![Ultralytics Discord](https://img.shields.io/discord/1089800235347353640?logo=discord&logoColor=white&label=Discord&color=blue)](https://discord.com/invite/ultralytics) -[![Ultralytics Forums](https://img.shields.io/discourse/users?server=https%3A%2F%2Fcommunity.ultralytics.com&logo=discourse&label=Forums&color=blue)](https://community.ultralytics.com/) +[![Ultralytics Forums](https://img.shields.io/discourse/users?server=https%3A%2F%2Fcommunity.ultralytics.com&logo=discourse&label=Forums&color=blue)](https://community.ultralytics.com) [![Ultralytics Reddit](https://img.shields.io/reddit/subreddit-subscribers/ultralytics?style=flat&logo=reddit&logoColor=white&label=Reddit&color=blue)](https://reddit.com/r/ultralytics) ## 🔧 Requirements