{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleDetection v2.8.1","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/893d12e7-e103-44ed-b55d-d61bbd66ebd8","json_url":"https://onlylabs.fyi/signals/893d12e7-e103-44ed-b55d-d61bbd66ebd8/signal.json","generated_at":"2026-06-11T03:45:06.826875+00:00","org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/baidu","dossier_json_url":"https://onlylabs.fyi/labs/baidu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/893d12e7-e103-44ed-b55d-d61bbd66ebd8","signal_json":"https://onlylabs.fyi/signals/893d12e7-e103-44ed-b55d-d61bbd66ebd8/signal.json","source":"https://github.com/PaddlePaddle/PaddleDetection/releases/tag/v2.8.1","lab_dossier":"https://onlylabs.fyi/labs/baidu","lab_dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis":"https://onlylabs.fyi/analysis/baidu","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/PaddleDetection v2.8.1 (PaddlePaddle/PaddleDetection). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: routine minor version release · PaddleDetectionv2.8.1 Repository: PaddlePaddle/PaddleDetection Tag: v2.8.1 Published: 2025-02-14T04:57:35Z Prerelease: no Release notes: 📣最新进展 - **🔥2025.1.12.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/PaddlePaddle/PaddleDetection/releases/tag/v2.8.1","source_host":"github.com","occurred_at":"2025-02-14T04:57:35+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PaddleDetection"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/PaddleDetection","source":"source"},{"label":"Release","value":"PaddleDetectionv2.8.1","source":"source"},{"label":"Notability","value":"routine minor version release","source":"signal"},{"label":"Watch 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hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/893d12e7-e103-44ed-b55d-d61bbd66ebd8/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleDetection/releases/tag/v2.8.1","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baidu/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baidu/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Baidu (ERNIE)'s release signal \"PaddlePaddle/PaddleDetection v2.8.1\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleDetection v2.8.1","text":"Baidu (ERNIE) released PaddlePaddle/PaddleDetection v2.8.1."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleDetection v2.8.1 is classified as release signal."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleDetection v2.8.1 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has context","object":"PaddlePaddle/PaddleDetection","text":"PaddlePaddle/PaddleDetection v2.8.1 has context PaddlePaddle/PaddleDetection."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleDetection v2.8.1 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleDetection v2.8.1 has captured page count 1."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleDetection v2.8.1 has readable page count 1."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleDetection v2.8.1 has related signal count 6."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"PaddlePaddle/PaddleDetection v2.8.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleDetection v2.8.1 has source host github.com."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleDetection v2.8.1 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleDetection v2.8.1 has signal desk releases."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleDetection v2.8.1 has source host github.com."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has repository","object":"PaddlePaddle/PaddleDetection","text":"PaddlePaddle/PaddleDetection v2.8.1 has repository PaddlePaddle/PaddleDetection."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has release","object":"PaddleDetectionv2.8.1","text":"PaddlePaddle/PaddleDetection v2.8.1 has release PaddleDetectionv2.8.1."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has notability","object":"routine minor version release","text":"PaddlePaddle/PaddleDetection v2.8.1 has notability routine minor version release."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/PaddleDetection v2.8.1 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleDetection v2.8.1 (PaddlePaddle/PaddleDetection). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: routine minor version release · PaddleDetectionv2.8.1 Repository: PaddlePaddle/PaddleDetection Tag: v2.8.1 Published: 2025-02-14T04:57:35Z Prerelease: no Release notes: 📣最新进展 - **🔥2025.1.12.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleDetection v2.8.1","text":"Baidu (ERNIE) released PaddlePaddle/PaddleDetection v2.8.1."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleDetection v2.8.1 is classified as release signal."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleDetection v2.8.1 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has context","object":"PaddlePaddle/PaddleDetection","text":"PaddlePaddle/PaddleDetection v2.8.1 has context PaddlePaddle/PaddleDetection."},{"subject":"PaddlePaddle/PaddleDetection v2.8.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleDetection v2.8.1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"893d12e7-e103-44ed-b55d-d61bbd66ebd8","url":"https://onlylabs.fyi/signals/893d12e7-e103-44ed-b55d-d61bbd66ebd8","json_url":"https://onlylabs.fyi/signals/893d12e7-e103-44ed-b55d-d61bbd66ebd8/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleDetection/releases/tag/v2.8.1","title":"PaddlePaddle/PaddleDetection v2.8.1","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PaddleDetection","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-02-14T04:57:35+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/PaddlePaddle/PaddleDetection/releases/tag/v2.8.1"]},"facets":{"repo":"PaddlePaddle/PaddleDetection"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/PaddlePaddle/PaddleDetection/releases/tag/v2.8.1","final_url":"https://github.com/PaddlePaddle/PaddleDetection/releases/tag/v2.8.1","title":"PaddlePaddle/PaddleDetection v2.8.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:06.826875+00:00","bytes":3558,"raw_path":"32cc4b885dd5da687838b054af63668935a425c44432f397bf47af3b833fc60a.json","content_hash":"261705ae0432ac3fe05bb805f15c5ed20f9848f9a46bc310e2dd25fe48b71120","excerpt_chars":1200,"truncated":false,"excerpt":"PaddleDetectionv2.8.1 Repository: PaddlePaddle/PaddleDetection Tag: v2.8.1 Published: 2025-02-14T04:57:35Z Prerelease: no Release notes: 📣最新进展 - 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**🔥2025.1.12 新增关键点检测和旋转框目标检测领域一站式全流程开发能力**: * 飞桨低代码开发工具PaddleX，依托于PaddleDetection的先进技术，支持了目标检测领域的**一站式全流程**开发能力： * 🎨 [**模型丰富一键调用**](docs/paddlex/quick_start.md)：将通用目标检测、小目标检测、实例分割、关键点检测和旋转框目标检测涉及的**67个模型**整合为5条模型产线，通过极简的**Python API一键调用**，快速体验模型效果。此外，同一套API，也支持图像分类、图像分割、文本图像智能分析、通用OCR、时序预测等共计**240+模型**，形成30+单功能模块，方便开发者进行**模型组合使用**。 * 🚀 [**提高效率降低门槛**](docs/paddlex/overview.md)：提供基于**统一命令**和**图形界面**两种方式，实现模型简洁高效的使用、组合与定制。支持**高性能部署、服务化部署和端侧部署**等多种部署方式。此外，对于各种主流硬件如**英伟达GPU、昆仑芯、昇腾、寒武纪和海光**等，进行模型开发时，都可以**无缝切换**。 * 新增目标检测模型**Co-DETR**"}],"related_signals":[{"id":"fef9275e-0e82-41f1-bba1-2435d0ea78fe","url":"https://onlylabs.fyi/signals/fef9275e-0e82-41f1-bba1-2435d0ea78fe","source_url":"https://github.com/PaddlePaddle/PaddleOCR/releases/tag/v3.6.0","title":"PaddlePaddle/PaddleOCR v3.6.0","context":"PaddlePaddle/PaddleOCR","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-28T11:42:29+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"fa062841-8907-4a3a-a678-e88ec59bd01f","url":"https://onlylabs.fyi/signals/fa062841-8907-4a3a-a678-e88ec59bd01f","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.6.1","title":"PaddlePaddle/PaddleX v3.6.1","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-27T14:36:14+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"f3a247db-4dde-4b63-87a2-81a1074042c0","url":"https://onlylabs.fyi/signals/f3a247db-4dde-4b63-87a2-81a1074042c0","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.6.0","title":"PaddlePaddle/PaddleX v3.6.0","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-27T13:51:59+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"f557ec7a-087a-451a-b48a-acb237277400","url":"https://onlylabs.fyi/signals/f557ec7a-087a-451a-b48a-acb237277400","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.5.2","title":"PaddlePaddle/PaddleX v3.5.2","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-11T04:56:45+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"e3fd3568-a19c-42c3-bb08-70344cedf067","url":"https://onlylabs.fyi/signals/e3fd3568-a19c-42c3-bb08-70344cedf067","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.5.1","title":"PaddlePaddle/PaddleX v3.5.1","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-04-22T11:54:56+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"1908fd85-e2d7-410a-b897-a86d490d1c86","url":"https://onlylabs.fyi/signals/1908fd85-e2d7-410a-b897-a86d490d1c86","source_url":"https://github.com/PaddlePaddle/PaddleOCR/releases/tag/v3.5.0","title":"PaddlePaddle/PaddleOCR v3.5.0","context":"PaddlePaddle/PaddleOCR","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-04-21T08:40:47+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"}]}