{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Repo: PaddlePaddle/PaddleVideo","description":"Baidu (ERNIE) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/08d85eb9-159c-4e9d-9335-b905b2eb9c6e","json_url":"https://onlylabs.fyi/signals/08d85eb9-159c-4e9d-9335-b905b2eb9c6e/signal.json","generated_at":"2026-06-11T03:57:51.947125+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/08d85eb9-159c-4e9d-9335-b905b2eb9c6e","signal_json":"https://onlylabs.fyi/signals/08d85eb9-159c-4e9d-9335-b905b2eb9c6e/signal.json","source":"https://github.com/PaddlePaddle/PaddleVideo","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/PaddleVideo (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/PaddleVideo · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Product and customer in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/PaddlePaddle/PaddleVideo","source_host":"github.com","occurred_at":"2020-11-12T11:40:03+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/PaddleVideo","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"1,698","source":"traction"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Matched term","value":"annotation","source":"radar"},{"label":"Matched term","value":"support","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"}],"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/PaddleVideo"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:57:51.947125+00:00"},"data_business":{"matches":true,"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}],"matched_terms":["data","annotation","support"],"score":28,"reason":"Baidu (ERNIE) has a repo signal matching data demand, product and customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/08d85eb9-159c-4e9d-9335-b905b2eb9c6e/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Data demand, Product and customer?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/08d85eb9-159c-4e9d-9335-b905b2eb9c6e/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleVideo","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":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 repo signal \"PaddlePaddle/PaddleVideo\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/PaddleVideo","text":"Baidu (ERNIE) published repo PaddlePaddle/PaddleVideo."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/PaddleVideo is classified as repo signal."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/PaddleVideo belongs to repos desk."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has context","object":"Python","text":"PaddlePaddle/PaddleVideo has context Python."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleVideo has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"matches data-business lanes","object":"Data demand, Product and customer","text":"PaddlePaddle/PaddleVideo matches data-business lanes Data demand, Product and customer."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleVideo has captured page count 1."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleVideo has readable page count 1."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleVideo has related signal count 6."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"PaddlePaddle/PaddleVideo has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleVideo has source host github.com."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleVideo has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has signal desk","object":"repos","text":"PaddlePaddle/PaddleVideo has signal desk repos."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleVideo has source host github.com."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has repository","object":"PaddlePaddle/PaddleVideo","text":"PaddlePaddle/PaddleVideo has repository PaddlePaddle/PaddleVideo."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has language","object":"Python","text":"PaddlePaddle/PaddleVideo has language Python."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has stars","object":"1,698","text":"PaddlePaddle/PaddleVideo has stars 1,698."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has radar lane","object":"Data demand","text":"PaddlePaddle/PaddleVideo has radar lane Data demand."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has radar lane","object":"Product and customer","text":"PaddlePaddle/PaddleVideo has radar lane Product and customer."}]},"intelligence":{"signal_desk":"repos","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleVideo (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/PaddleVideo · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Product and customer in the data-business radar.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/PaddleVideo","text":"Baidu (ERNIE) published repo PaddlePaddle/PaddleVideo."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/PaddleVideo is classified as repo signal."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/PaddleVideo belongs to repos desk."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has context","object":"Python","text":"PaddlePaddle/PaddleVideo has context Python."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleVideo has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleVideo","predicate":"matches data-business lanes","object":"Data demand, Product and customer","text":"PaddlePaddle/PaddleVideo matches data-business lanes Data demand, Product and customer."}]},"signal":{"id":"08d85eb9-159c-4e9d-9335-b905b2eb9c6e","url":"https://onlylabs.fyi/signals/08d85eb9-159c-4e9d-9335-b905b2eb9c6e","json_url":"https://onlylabs.fyi/signals/08d85eb9-159c-4e9d-9335-b905b2eb9c6e/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleVideo","title":"PaddlePaddle/PaddleVideo","summary":"Baidu (ERNIE) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2020-11-12T11:40:03+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/PaddleVideo"]},"facets":{"repo":"PaddlePaddle/PaddleVideo","language":"Python"},"traction":{"github_stars":1698,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":28,"matched_terms":["data","annotation","support"],"reason":"Baidu (ERNIE) has a repo signal matching data demand, product and customer."}},"primary_evidence_page":{"url":"https://github.com/PaddlePaddle/PaddleVideo","final_url":"https://github.com/PaddlePaddle/PaddleVideo","title":"PaddlePaddle/PaddleVideo repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:51.947125+00:00","bytes":12213,"raw_path":"cd26c990bdd4bacd7de7daee44eb57ff8c0b05a70438eb9ed96f359122249943.json","content_hash":"2e74303a2e0afb08537ba4106c61ed36314016e707925ee3f0505e4ed02e8bd7","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/PaddleVideo Description: Awesome video understanding toolkits based on PaddlePaddle. It supports video data annotation tools, lightweight RGB and skeleton based action recognition model, practical applications for video tagging and sport action detection. Language: Python License: Apache-2.0 Stars: 1698 Forks: 388 Open issues: 189 Created: 2020-11-12T11:40:03Z Pushed: 2025-02-12T06:53:52Z Default branch: develop Fork: no Archived: no README: [English](README_en.md) | 中文 PaddleVideo ![python version](https://img.shields.io/badge/python-3.7+-orange.svg) ![paddle version](https://img.shields.io/badge/PaddlePaddle-2.3.1-blue) 简介 PaddleVideo旨在打造一套丰富、领先且实用的Video工具库，旨在帮助开发者更好的进行视频领域的学术研究和产业实践。 <div align=\"center\"> <img src=\"docs/images/home.gif\" width=\"450px\"/><br> </div> 近期更新 - 开源视频标注工具🌟[BILS](./docs/zh-CN/annotation_tools.md)，欢迎下载安装包体验～ - 发布轻量化行为识别模型**🔥[PP-TSMv2](./docs/zh-CN/model_zoo/recognition/pp-tsm_v2.md)**, Kinetics-400精度75.16%，25fps的10s视频cpu推理时间仅需456ms.各模型性能对比[benchmark](./docs/zh-CN/benchmark.md). - 新增[知识蒸馏](./docs/zh-CN/distillation.md)功能. -..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleVideo","final_url":"https://github.com/PaddlePaddle/PaddleVideo","title":"PaddlePaddle/PaddleVideo repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:51.947125+00:00","bytes":12213,"raw_path":"cd26c990bdd4bacd7de7daee44eb57ff8c0b05a70438eb9ed96f359122249943.json","content_hash":"2e74303a2e0afb08537ba4106c61ed36314016e707925ee3f0505e4ed02e8bd7","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/PaddleVideo Description: Awesome video understanding toolkits based on PaddlePaddle. It supports video data annotation tools, lightweight RGB and skeleton based action recognition model, practical applications for video tagging and sport action detection. Language: Python License: Apache-2.0 Stars: 1698 Forks: 388 Open issues: 189 Created: 2020-11-12T11:40:03Z Pushed: 2025-02-12T06:53:52Z Default branch: develop Fork: no Archived: no README: [English](README_en.md) | 中文 PaddleVideo ![python version](https://img.shields.io/badge/python-3.7+-orange.svg) ![paddle version](https://img.shields.io/badge/PaddlePaddle-2.3.1-blue) 简介 PaddleVideo旨在打造一套丰富、领先且实用的Video工具库，旨在帮助开发者更好的进行视频领域的学术研究和产业实践。 <div align=\"center\"> <img src=\"docs/images/home.gif\" width=\"450px\"/><br> </div> 近期更新 - 开源视频标注工具🌟[BILS](./docs/zh-CN/annotation_tools.md)，欢迎下载安装包体验～ - 发布轻量化行为识别模型**🔥[PP-TSMv2](./docs/zh-CN/model_zoo/recognition/pp-tsm_v2.md)**, Kinetics-400精度75.16%，25fps的10s视频cpu推理时间仅需456ms.各模型性能对比[benchmark](./docs/zh-CN/benchmark.md). - 新增[知识蒸馏](./docs/zh-CN/distillation.md)功能. -..."}],"related_signals":[{"id":"19133a46-a10c-4d39-bf33-e17104e0737b","url":"https://onlylabs.fyi/signals/19133a46-a10c-4d39-bf33-e17104e0737b","source_url":"https://github.com/PaddlePaddle/Paddle-Metax","title":"PaddlePaddle/Paddle-Metax","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-14T07:06:27+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"ba2b07e3-e9cf-4a22-ad30-3010bebe580e","url":"https://onlylabs.fyi/signals/ba2b07e3-e9cf-4a22-ad30-3010bebe580e","source_url":"https://github.com/PaddlePaddle/TST","title":"PaddlePaddle/TST","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-02-11T15:47:20+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"c8180835-13f7-46e6-b929-991d7079bfcb","url":"https://onlylabs.fyi/signals/c8180835-13f7-46e6-b929-991d7079bfcb","source_url":"https://github.com/PaddlePaddle/Paddle-iluvatar","title":"PaddlePaddle/Paddle-iluvatar","context":"Cuda","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-02-05T09:52:37+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"e5700d74-1f5c-44a4-981c-a0aac8046a01","url":"https://onlylabs.fyi/signals/e5700d74-1f5c-44a4-981c-a0aac8046a01","source_url":"https://github.com/PaddlePaddle/PaddleFleet","title":"PaddlePaddle/PaddleFleet","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-11-10T14:21:53+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"08704824-8e3b-4bed-9ed0-f344b83bc3b6","url":"https://onlylabs.fyi/signals/08704824-8e3b-4bed-9ed0-f344b83bc3b6","source_url":"https://github.com/PaddlePaddle/PassNet","title":"PaddlePaddle/PassNet","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-07-31T12:10:28+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"55dd2dfb-40a8-4dfe-a3dc-4e41877cea0d","url":"https://onlylabs.fyi/signals/55dd2dfb-40a8-4dfe-a3dc-4e41877cea0d","source_url":"https://github.com/PaddlePaddle/GraphNet","title":"PaddlePaddle/GraphNet","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-07-18T02:34:08+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"}]}