{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Repo: PaddlePaddle/LiteKit","description":"Baidu (ERNIE) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/a0abca23-e025-41ba-a72a-30a550e589b3","json_url":"https://onlylabs.fyi/signals/a0abca23-e025-41ba-a72a-30a550e589b3/signal.json","generated_at":"2026-06-11T03:57:52.014792+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/a0abca23-e025-41ba-a72a-30a550e589b3","signal_json":"https://onlylabs.fyi/signals/a0abca23-e025-41ba-a72a-30a550e589b3/signal.json","source":"https://github.com/PaddlePaddle/LiteKit","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":null},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/LiteKit (Objective-C). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/LiteKit · language Objective-C. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/PaddlePaddle/LiteKit","source_host":"github.com","occurred_at":"2020-10-09T02:10:33+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"Objective-C"},"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/LiteKit","source":"source"},{"label":"Language","value":"Objective-C","source":"source"},{"label":"Stars","value":"133","source":"traction"},{"label":"Watch term","value":"Infrastructure","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/LiteKit"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:57:52.014792+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a0abca23-e025-41ba-a72a-30a550e589b3/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":null,"opportunities_json":null},"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?","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/a0abca23-e025-41ba-a72a-30a550e589b3/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/LiteKit","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":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 repo signal \"PaddlePaddle/LiteKit\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/LiteKit","text":"Baidu (ERNIE) published repo PaddlePaddle/LiteKit."},{"subject":"PaddlePaddle/LiteKit","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/LiteKit is classified as repo signal."},{"subject":"PaddlePaddle/LiteKit","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/LiteKit belongs to repos desk."},{"subject":"PaddlePaddle/LiteKit","predicate":"has context","object":"Objective-C","text":"PaddlePaddle/LiteKit has context Objective-C."},{"subject":"PaddlePaddle/LiteKit","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/LiteKit has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/LiteKit","predicate":"has captured page count","object":"1","text":"PaddlePaddle/LiteKit has captured page count 1."},{"subject":"PaddlePaddle/LiteKit","predicate":"has readable page count","object":"1","text":"PaddlePaddle/LiteKit has readable page count 1."},{"subject":"PaddlePaddle/LiteKit","predicate":"has related signal count","object":"6","text":"PaddlePaddle/LiteKit has related signal count 6."},{"subject":"PaddlePaddle/LiteKit","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/LiteKit 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/LiteKit","predicate":"has source host","object":"github.com","text":"PaddlePaddle/LiteKit has source host github.com."},{"subject":"PaddlePaddle/LiteKit","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/LiteKit has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/LiteKit","predicate":"has signal desk","object":"repos","text":"PaddlePaddle/LiteKit has signal desk repos."},{"subject":"PaddlePaddle/LiteKit","predicate":"has source host","object":"github.com","text":"PaddlePaddle/LiteKit has source host github.com."},{"subject":"PaddlePaddle/LiteKit","predicate":"has repository","object":"PaddlePaddle/LiteKit","text":"PaddlePaddle/LiteKit has repository PaddlePaddle/LiteKit."},{"subject":"PaddlePaddle/LiteKit","predicate":"has language","object":"Objective-C","text":"PaddlePaddle/LiteKit has language Objective-C."},{"subject":"PaddlePaddle/LiteKit","predicate":"has stars","object":"133","text":"PaddlePaddle/LiteKit has stars 133."},{"subject":"PaddlePaddle/LiteKit","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/LiteKit has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Baidu (ERNIE) published PaddlePaddle/LiteKit (Objective-C). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/LiteKit · language Objective-C. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/LiteKit","text":"Baidu (ERNIE) published repo PaddlePaddle/LiteKit."},{"subject":"PaddlePaddle/LiteKit","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/LiteKit is classified as repo signal."},{"subject":"PaddlePaddle/LiteKit","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/LiteKit belongs to repos desk."},{"subject":"PaddlePaddle/LiteKit","predicate":"has context","object":"Objective-C","text":"PaddlePaddle/LiteKit has context Objective-C."},{"subject":"PaddlePaddle/LiteKit","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/LiteKit has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a0abca23-e025-41ba-a72a-30a550e589b3","url":"https://onlylabs.fyi/signals/a0abca23-e025-41ba-a72a-30a550e589b3","json_url":"https://onlylabs.fyi/signals/a0abca23-e025-41ba-a72a-30a550e589b3/signal.json","source_url":"https://github.com/PaddlePaddle/LiteKit","title":"PaddlePaddle/LiteKit","summary":"Baidu (ERNIE) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Objective-C","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2020-10-09T02:10:33+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/LiteKit"]},"facets":{"repo":"PaddlePaddle/LiteKit","language":"Objective-C"},"traction":{"github_stars":133,"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/LiteKit","final_url":"https://github.com/PaddlePaddle/LiteKit","title":"PaddlePaddle/LiteKit repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:52.014792+00:00","bytes":18809,"raw_path":"89c85cf013805b35cd59533fce3f672f33ae9d392baff8e1e282599157679cac.json","content_hash":"2935af0524d9a4c8bcb38277aee099ebbe05717d9751883d9d6109ea3a588de1","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/LiteKit Description: Off-The-Shelf AI Development Kit for APP Developers based on Paddle Lite （『飞桨』移动端开箱即用AI套件, 包含Java & Objective C接口支持） Language: Objective-C License: MIT Stars: 133 Forks: 12 Open issues: 12 Created: 2020-10-09T02:10:33Z Pushed: 2021-06-25T09:30:21Z Default branch: develop Fork: no Archived: no README: LiteKit接入文档 [![License](https://img.shields.io/badge/license-MIT-green)](LICENSE) LiteKit是基于端推理框架LiteKitCore和端推理引擎PaddleLite，面向移动端工程师的AI能力解决方案。 LiteKit旨在为客户端应用提供开箱即用的离线的AI能力，使产品快速的简单的接入AI能力，并将提供的AI能力应用于各种业务场景。 目前已经支持的人像分割、手势识别、视频超分均来自百度各个产品线，已上线功能中，中台化输出的AI能力。 快速体验 效果展示 | 手势识别 | 人像分割 | | --- | --- | | <div align=center><img width=\"320\" height=\"480\" src=\"/Doc/Resources/1_5.gif\"/></div> | <div align=center><img width=\"320\" height=\"315\" src=\"/Doc/Resources/1_6.gif\"/></div> | 视频超分 | 增强前 | 增强后 | | --- | --- | | ![SR](/Doc/Resources/1_7.png) | ![SR](/Doc/Resources/1_7_2.png) | 1. Android - 扫码安装<br> ![QR_Code](/Doc/Resources/1_3.png) 2. Demo Project 源码安装 ``` git clone https://github.com/PaddlePaddle/LiteKit.git ``` iOS平台 示例工程中展示了人像分割、手势识别、视频超分能力。包括能力的接入demo和能力效果的展示。 示例工程部署 ``` cd ./LiteKit/LiteKitDemo/iOS/LiteKitDemo pod install --repo-update open..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/LiteKit","final_url":"https://github.com/PaddlePaddle/LiteKit","title":"PaddlePaddle/LiteKit repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:52.014792+00:00","bytes":18809,"raw_path":"89c85cf013805b35cd59533fce3f672f33ae9d392baff8e1e282599157679cac.json","content_hash":"2935af0524d9a4c8bcb38277aee099ebbe05717d9751883d9d6109ea3a588de1","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/LiteKit Description: Off-The-Shelf AI Development Kit for APP Developers based on Paddle Lite （『飞桨』移动端开箱即用AI套件, 包含Java & Objective C接口支持） Language: Objective-C License: MIT Stars: 133 Forks: 12 Open issues: 12 Created: 2020-10-09T02:10:33Z Pushed: 2021-06-25T09:30:21Z Default branch: develop Fork: no Archived: no README: LiteKit接入文档 [![License](https://img.shields.io/badge/license-MIT-green)](LICENSE) LiteKit是基于端推理框架LiteKitCore和端推理引擎PaddleLite，面向移动端工程师的AI能力解决方案。 LiteKit旨在为客户端应用提供开箱即用的离线的AI能力，使产品快速的简单的接入AI能力，并将提供的AI能力应用于各种业务场景。 目前已经支持的人像分割、手势识别、视频超分均来自百度各个产品线，已上线功能中，中台化输出的AI能力。 快速体验 效果展示 | 手势识别 | 人像分割 | | --- | --- | | <div align=center><img width=\"320\" height=\"480\" src=\"/Doc/Resources/1_5.gif\"/></div> | <div align=center><img width=\"320\" height=\"315\" src=\"/Doc/Resources/1_6.gif\"/></div> | 视频超分 | 增强前 | 增强后 | | --- | --- | | ![SR](/Doc/Resources/1_7.png) | ![SR](/Doc/Resources/1_7_2.png) | 1. Android - 扫码安装<br> ![QR_Code](/Doc/Resources/1_3.png) 2. Demo Project 源码安装 ``` git clone https://github.com/PaddlePaddle/LiteKit.git ``` iOS平台 示例工程中展示了人像分割、手势识别、视频超分能力。包括能力的接入demo和能力效果的展示。 示例工程部署 ``` cd ./LiteKit/LiteKitDemo/iOS/LiteKitDemo pod install --repo-update open..."}],"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"}]}