{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleRS v1.0.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/14e7a010-3bdd-462a-8bc6-830a35ea7800","json_url":"https://onlylabs.fyi/signals/14e7a010-3bdd-462a-8bc6-830a35ea7800/signal.json","generated_at":"2026-06-11T03:45:15.497612+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/14e7a010-3bdd-462a-8bc6-830a35ea7800","signal_json":"https://onlylabs.fyi/signals/14e7a010-3bdd-462a-8bc6-830a35ea7800/signal.json","source":"https://github.com/PaddlePaddle/PaddleRS/releases/tag/v1.0.0","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/PaddleRS v1.0.0 (PaddlePaddle/PaddleRS). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleRS v1.0.0 Repository: PaddlePaddle/PaddleRS Tag: v1.0.0 Published: 2022-11-09T08:50:16Z Prerelease: no Release notes: 新特性 常见遥感任务开发 -.... 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/PaddleRS/releases/tag/v1.0.0","source_host":"github.com","occurred_at":"2022-11-09T08:50:16+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PaddleRS"},"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/PaddleRS","source":"source"},{"label":"Release","value":"PaddleRS v1.0.0","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/PaddleRS/releases/tag/v1.0.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:15.497612+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/14e7a010-3bdd-462a-8bc6-830a35ea7800/signal.json","dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the 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/14e7a010-3bdd-462a-8bc6-830a35ea7800/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleRS/releases/tag/v1.0.0","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/PaddleRS v1.0.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleRS v1.0.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleRS v1.0.0."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleRS v1.0.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleRS v1.0.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"has context","object":"PaddlePaddle/PaddleRS","text":"PaddlePaddle/PaddleRS v1.0.0 has context PaddlePaddle/PaddleRS."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleRS v1.0.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleRS v1.0.0 has captured page count 1."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleRS v1.0.0 has readable page count 1."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleRS v1.0.0 has related signal count 6."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","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/PaddleRS v1.0.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleRS v1.0.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleRS v1.0.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleRS v1.0.0 has signal desk releases."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleRS v1.0.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"has repository","object":"PaddlePaddle/PaddleRS","text":"PaddlePaddle/PaddleRS v1.0.0 has repository PaddlePaddle/PaddleRS."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"has release","object":"PaddleRS v1.0.0","text":"PaddlePaddle/PaddleRS v1.0.0 has release PaddleRS v1.0.0."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleRS v1.0.0 (PaddlePaddle/PaddleRS). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleRS v1.0.0 Repository: PaddlePaddle/PaddleRS Tag: v1.0.0 Published: 2022-11-09T08:50:16Z Prerelease: no Release notes: 新特性 常见遥感任务开发 -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleRS v1.0.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleRS v1.0.0."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleRS v1.0.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleRS v1.0.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"has context","object":"PaddlePaddle/PaddleRS","text":"PaddlePaddle/PaddleRS v1.0.0 has context PaddlePaddle/PaddleRS."},{"subject":"PaddlePaddle/PaddleRS v1.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleRS v1.0.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"14e7a010-3bdd-462a-8bc6-830a35ea7800","url":"https://onlylabs.fyi/signals/14e7a010-3bdd-462a-8bc6-830a35ea7800","json_url":"https://onlylabs.fyi/signals/14e7a010-3bdd-462a-8bc6-830a35ea7800/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleRS/releases/tag/v1.0.0","title":"PaddlePaddle/PaddleRS v1.0.0","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PaddleRS","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2022-11-09T08:50:16+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/PaddleRS/releases/tag/v1.0.0"]},"facets":{"repo":"PaddlePaddle/PaddleRS"},"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/PaddleRS/releases/tag/v1.0.0","final_url":"https://github.com/PaddlePaddle/PaddleRS/releases/tag/v1.0.0","title":"PaddlePaddle/PaddleRS v1.0.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:15.497612+00:00","bytes":4172,"raw_path":"fb28ca2dce58fd88bd7232ae043c100f9081b9acbc95fbfe90d7ecec41c7f6ed.json","content_hash":"0b37cf29adb18f5dfd74417ebae798636d345dc3482ed06fa359f7944fd359be","excerpt_chars":1200,"truncated":false,"excerpt":"PaddleRS v1.0.0 Repository: PaddlePaddle/PaddleRS Tag: v1.0.0 Published: 2022-11-09T08:50:16Z Prerelease: no Release notes: 新特性 常见遥感任务开发 - 提供对图像分割、目标检测、变化检测、图像复原以及场景分类5大通用任务的支持。 - 新增16个社区案例，覆盖高光谱影像场景分类等9个遥感子方向。 - 新增变化检测科研实战案例。 遥感特色模型库 - 集成12个变化检测模型、5个目标检测模型、4个场景分类模型、7个图像分割模型以及3个图像复原模型。31个模型中，14个为遥感专用模型，19个模型支持具有任意数量波段的输入。 - 新增模型训练、导出、部署教程。 - 新增模型预训练模型一键加载功能，提供iSAID、LEVIR-CD等遥感数据集预训练权重。 遥感数据处理 - 新增遥感影像读取API，支持.jpg、.png、.tif、.npy、.img等格式，屏蔽不同格式遥感影像读取的复杂细节。 - 新增数据集格式转换工具，支持栅格转矢量、GeoJSON转栅格等。 - 新增任意数量波段数据通用的数据预处理/数据增强算子。 - 新增多时相数据预处理（辐射校正、影像配准等）和高光谱影像预处理（波段选择、光谱降维等）。 - 新增开源数据集预处理工具，一键适配RSOD、iSAID、UC Merced等数据集。 - 新增遥感指数计算功能，可选指数超过50种，覆盖植被、水体、城镇、雪、燃烧迹地等类型，可融入模型训练过程。 - 新增道路断线连接和建筑边界规则化后处理方法。 - 新增推理结果地图可视化功能。 大幅面影像优化 - 实现内存高效的滑窗推理，支持3种可选的滑窗重叠区域处理策略，相比传统方法内存用量可减少40%。 - 新增基于四叉树索引的遥感数据集制作工具。 可视化智能解译工具 - 发布遥感可视化智能解译工具GeoView。"},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleRS/releases/tag/v1.0.0","final_url":"https://github.com/PaddlePaddle/PaddleRS/releases/tag/v1.0.0","title":"PaddlePaddle/PaddleRS v1.0.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:15.497612+00:00","bytes":4172,"raw_path":"fb28ca2dce58fd88bd7232ae043c100f9081b9acbc95fbfe90d7ecec41c7f6ed.json","content_hash":"0b37cf29adb18f5dfd74417ebae798636d345dc3482ed06fa359f7944fd359be","excerpt_chars":1200,"truncated":false,"excerpt":"PaddleRS v1.0.0 Repository: PaddlePaddle/PaddleRS Tag: v1.0.0 Published: 2022-11-09T08:50:16Z Prerelease: no Release notes: 新特性 常见遥感任务开发 - 提供对图像分割、目标检测、变化检测、图像复原以及场景分类5大通用任务的支持。 - 新增16个社区案例，覆盖高光谱影像场景分类等9个遥感子方向。 - 新增变化检测科研实战案例。 遥感特色模型库 - 集成12个变化检测模型、5个目标检测模型、4个场景分类模型、7个图像分割模型以及3个图像复原模型。31个模型中，14个为遥感专用模型，19个模型支持具有任意数量波段的输入。 - 新增模型训练、导出、部署教程。 - 新增模型预训练模型一键加载功能，提供iSAID、LEVIR-CD等遥感数据集预训练权重。 遥感数据处理 - 新增遥感影像读取API，支持.jpg、.png、.tif、.npy、.img等格式，屏蔽不同格式遥感影像读取的复杂细节。 - 新增数据集格式转换工具，支持栅格转矢量、GeoJSON转栅格等。 - 新增任意数量波段数据通用的数据预处理/数据增强算子。 - 新增多时相数据预处理（辐射校正、影像配准等）和高光谱影像预处理（波段选择、光谱降维等）。 - 新增开源数据集预处理工具，一键适配RSOD、iSAID、UC Merced等数据集。 - 新增遥感指数计算功能，可选指数超过50种，覆盖植被、水体、城镇、雪、燃烧迹地等类型，可融入模型训练过程。 - 新增道路断线连接和建筑边界规则化后处理方法。 - 新增推理结果地图可视化功能。 大幅面影像优化 - 实现内存高效的滑窗推理，支持3种可选的滑窗重叠区域处理策略，相比传统方法内存用量可减少40%。 - 新增基于四叉树索引的遥感数据集制作工具。 可视化智能解译工具 - 发布遥感可视化智能解译工具GeoView。"}],"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"}]}