{"users":[{"id":-1,"username":"system","name":"system","avatar_template":"/user_avatar/discuss.ai.google.dev/system/{size}/1_2.png","admin":true,"moderator":true,"trust_level":4},{"id":58363,"username":"No_Thanks","name":"No Thanks","avatar_template":"/user_avatar/discuss.ai.google.dev/no_thanks/{size}/59805_2.png","trust_level":0},{"id":78141,"username":"abhaypawar","name":"Abhay Pawar","avatar_template":"/user_avatar/discuss.ai.google.dev/abhaypawar/{size}/81200_2.png","trust_level":3},{"id":138266,"username":"AKumar2","name":"Ashok Kumar","avatar_template":"/user_avatar/discuss.ai.google.dev/akumar2/{size}/127381_2.png","trust_level":0},{"id":105920,"username":"SpaceIgniter","name":"","avatar_template":"/user_avatar/discuss.ai.google.dev/spaceigniter/{size}/99743_2.png","trust_level":0},{"id":131636,"username":"darT_Zod","name":"darT Zod","avatar_template":"/user_avatar/discuss.ai.google.dev/dart_zod/{size}/122470_2.png","trust_level":0},{"id":129111,"username":"Uncreated","name":"Lee ","avatar_template":"/user_avatar/discuss.ai.google.dev/uncreated/{size}/22407_2.png","trust_level":0},{"id":126657,"username":"AminLO","name":"AminLO","avatar_template":"/user_avatar/discuss.ai.google.dev/aminlo/{size}/118353_2.png","trust_level":0},{"id":64008,"username":"Emily_Do","name":"Emily Do","avatar_template":"/user_avatar/discuss.ai.google.dev/emily_do/{size}/22695_2.png","trust_level":0},{"id":95688,"username":"Brian_Provost","name":"Brian Provost","avatar_template":"/user_avatar/discuss.ai.google.dev/brian_provost/{size}/90212_2.png","trust_level":1},{"id":95877,"username":"Damyr_Hadiiev","name":"Damyr Hadiiev","avatar_template":"/user_avatar/discuss.ai.google.dev/damyr_hadiiev/{size}/90386_2.png","trust_level":0},{"id":59616,"username":"geneing","name":"Eugene","avatar_template":"/user_avatar/discuss.ai.google.dev/geneing/{size}/60790_2.png","trust_level":0},{"id":36292,"username":"doss","name":"","avatar_template":"/user_avatar/discuss.ai.google.dev/doss/{size}/40753_2.png","trust_level":0},{"id":63480,"username":"jack_lv1","name":"jack lv","avatar_template":"/user_avatar/discuss.ai.google.dev/jack_lv1/{size}/28290_2.png","trust_level":0},{"id":67689,"username":"olokobayusuf","name":"Yusuf","avatar_template":"/user_avatar/discuss.ai.google.dev/olokobayusuf/{size}/67097_2.png","trust_level":0},{"id":50713,"username":"Pradana_Adnyana","name":"Pradana Adnyana","avatar_template":"/user_avatar/discuss.ai.google.dev/pradana_adnyana/{size}/53667_2.png","trust_level":0},{"id":58405,"username":"rhutuja","name":"Rhutuja Desai","avatar_template":"/user_avatar/discuss.ai.google.dev/rhutuja/{size}/34587_2.png","trust_level":0},{"id":63963,"username":"user2727","name":"민겸 김","avatar_template":"/user_avatar/discuss.ai.google.dev/user2727/{size}/64279_2.png","trust_level":0},{"id":58358,"username":"Lake6985","name":"Lake6985","avatar_template":"/user_avatar/discuss.ai.google.dev/lake6985/{size}/25569_2.png","trust_level":0},{"id":3967,"username":"Joel_Sathiyendra","name":"Joel Sathiyendra","avatar_template":"/user_avatar/discuss.ai.google.dev/joel_sathiyendra/{size}/1800_2.png","trust_level":0},{"id":52667,"username":"Maisie_Leblanc","name":"Maisie Leblanc","avatar_template":"/user_avatar/discuss.ai.google.dev/maisie_leblanc/{size}/55257_2.png","trust_level":1},{"id":59580,"username":"Jai_Kumaar_Ratadia","name":"Jai Kumaar Ratadia","avatar_template":"/user_avatar/discuss.ai.google.dev/jai_kumaar_ratadia/{size}/31788_2.png","trust_level":0},{"id":55558,"username":"darioschiraldi99","name":"Dario Schiraldi","avatar_template":"/user_avatar/discuss.ai.google.dev/darioschiraldi99/{size}/57601_2.png","trust_level":0},{"id":55706,"username":"prashobh_paul","name":"prashobh paul","avatar_template":"/user_avatar/discuss.ai.google.dev/prashobh_paul/{size}/57705_2.png","trust_level":1},{"id":51538,"username":"Ma_Twickenham","name":"Ma Twickenham","avatar_template":"/user_avatar/discuss.ai.google.dev/ma_twickenham/{size}/54345_2.png","trust_level":0},{"id":50376,"username":"RNoah","name":"","avatar_template":"/user_avatar/discuss.ai.google.dev/rnoah/{size}/32645_2.png","trust_level":0},{"id":159,"username":"pradeepkuppala","name":"Pradeepkuppala","avatar_template":"/user_avatar/discuss.ai.google.dev/pradeepkuppala/{size}/18538_2.png","primary_group_name":"google","flair_name":"google","flair_url":"https://d3qe71uytubmmx.cloudfront.net/original/2X/c/c44b315468d82ff8c59c3dd831508fccc157ad2b.avif","flair_group_id":41,"admin":true,"trust_level":4},{"id":38139,"username":"Pawel_Srokowski","name":"Paweł Srokowski","avatar_template":"/user_avatar/discuss.ai.google.dev/pawel_srokowski/{size}/42533_2.png","trust_level":0},{"id":38237,"username":"Syed_Irfan_Ali_Shah","name":"Syed Irfan Ali Shah","avatar_template":"/user_avatar/discuss.ai.google.dev/syed_irfan_ali_shah/{size}/31562_2.png","trust_level":0},{"id":27008,"username":"The_Byte_Cave","name":"The Byte Cave","avatar_template":"/user_avatar/discuss.ai.google.dev/the_byte_cave/{size}/31388_2.png","trust_level":0},{"id":6,"username":"kristen","name":"Kristen","avatar_template":"/user_avatar/discuss.ai.google.dev/kristen/{size}/6140_2.png","flair_name":"google","flair_url":"https://d3qe71uytubmmx.cloudfront.net/original/2X/c/c44b315468d82ff8c59c3dd831508fccc157ad2b.avif","flair_group_id":41,"admin":true,"trust_level":4},{"id":15499,"username":"pkgoogle","name":"","avatar_template":"/user_avatar/discuss.ai.google.dev/pkgoogle/{size}/30203_2.png","trust_level":3},{"id":32229,"username":"DDIDDI","name":"디 띠","avatar_template":"/user_avatar/discuss.ai.google.dev/ddiddi/{size}/37003_2.png","trust_level":0},{"id":31031,"username":"user982","name":"ธนวัฒน์ ทิพย์แก้ว","avatar_template":"/user_avatar/discuss.ai.google.dev/user982/{size}/32000_2.png","trust_level":0},{"id":13540,"username":"CPappas","name":"","avatar_template":"/user_avatar/discuss.ai.google.dev/cpappas/{size}/7959_2.png","trust_level":0},{"id":11178,"username":"Fergus_Henderson","name":"Fergus Henderson","avatar_template":"/user_avatar/discuss.ai.google.dev/fergus_henderson/{size}/10785_2.png","trust_level":3},{"id":26403,"username":"Tito_Shoper","name":"Tito Shoper","avatar_template":"/user_avatar/discuss.ai.google.dev/tito_shoper/{size}/24098_2.png","trust_level":0},{"id":19473,"username":"Nazmul_Islam_Rishad","name":"Nazmul Islam Rishad","avatar_template":"/user_avatar/discuss.ai.google.dev/nazmul_islam_rishad/{size}/23126_2.png","trust_level":1},{"id":26199,"username":"kans_sknb","name":"kans sknb","avatar_template":"/user_avatar/discuss.ai.google.dev/kans_sknb/{size}/22825_2.png","trust_level":0},{"id":25557,"username":"John_OSullivan","name":"John OSullivan","avatar_template":"/user_avatar/discuss.ai.google.dev/john_osullivan/{size}/22435_2.png","trust_level":0},{"id":20689,"username":"Tribhuwan","name":"Tribhuwan Kandpal","avatar_template":"/user_avatar/discuss.ai.google.dev/tribhuwan/{size}/24743_2.png","trust_level":0}],"primary_groups":[{"id":41,"name":"google"}],"flair_groups":[{"id":41,"name":"google","flair_url":"https://d3qe71uytubmmx.cloudfront.net/original/2X/c/c44b315468d82ff8c59c3dd831508fccc157ad2b.avif","flair_bg_color":"","flair_color":""}],"topic_list":{"can_create_topic":false,"more_topics_url":"/c/ai-edge/16?page=1","per_page":30,"top_tags":[{"id":20,"name":"models","slug":"models"},{"id":384,"name":"ai-edge","slug":"ai-edge"},{"id":8,"name":"api","slug":"api"},{"id":362,"name":"tensorflow","slug":"tensorflow"},{"id":76,"name":"tflite-support","slug":"tflite-support"},{"id":189,"name":"mediapipe","slug":"mediapipe"},{"id":218,"name":"tflite","slug":"tflite"},{"id":52,"name":"datasets","slug":"datasets"},{"id":389,"name":"litert","slug":"litert"},{"id":1,"name":"gemini-15","slug":"gemini-15"},{"id":318,"name":"help_request","slug":"318-tag"},{"id":292,"name":"model","slug":"model"},{"id":2,"name":"ai-studio","slug":"ai-studio"},{"id":126,"name":"android","slug":"android"},{"id":7,"name":"bug","slug":"bug"},{"id":16,"name":"build","slug":"build"},{"id":5,"name":"feedback","slug":"feedback"},{"id":414,"name":"function-calling","slug":"function-calling"},{"id":399,"name":"gemma-3","slug":"gemma-3"},{"id":269,"name":"gpu","slug":"gpu"},{"id":18,"name":"help-request","slug":"help-request"},{"id":196,"name":"install","slug":"install"},{"id":260,"name":"ios","slug":"ios"},{"id":422,"name":"ios-device","slug":"ios-device"},{"id":311,"name":"library","slug":"library"},{"id":241,"name":"mac_os","slug":"mac-os"},{"id":210,"name":"python","slug":"python"},{"id":385,"name":"tensorflow-lite","slug":"tensorflow-lite"},{"id":409,"name":"text","slug":"text"},{"id":212,"name":"tfdata","slug":"tfdata"},{"id":181,"name":"tfimage","slug":"tfimage"}],"topics":[{"fancy_title":"About the Google AI Edge category","fancy_title_localized":false,"locale":null,"id":1512,"title":"About the Google AI Edge category","slug":"about-the-google-ai-edge-category","posts_count":3,"reply_count":2,"highest_post_number":4,"image_url":null,"created_at":"2024-05-09T23:11:10.107Z","last_posted_at":"2026-01-07T07:43:01.230Z","bumped":true,"bumped_at":"2026-01-07T07:43:01.230Z","archetype":"regular","unseen":false,"pinned":true,"unpinned":null,"excerpt":"Discuss the full AI edge stack, including LiteRT, MediaPipe, and Model Explorer. \nFrom high level APIs and a performant runtime with CPU/GPU/NPU acceleration, to developer-friendly tooling to convert and optimize models &hellip;","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[],"tags_descriptions":{},"views":1744,"like_count":35,"has_summary":false,"last_poster_username":"abhaypawar","category_id":16,"op_like_count":28,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"Google AI Edge is a leading stack to deploy AI to devices, and the discussion focuses on resolving issues with file paths and model deployment, suggesting solutions like using ADB commands and placing the models.json file locally.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":-1,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":58363,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":78141,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Transfer learning using MediaPipe model maker for BlazeFace Face Detector","fancy_title_localized":false,"locale":"en","id":167371,"title":"Transfer learning using MediaPipe model maker for BlazeFace Face Detector","slug":"transfer-learning-using-mediapipe-model-maker-for-blazeface-face-detector","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2026-05-28T10:10:44.314Z","last_posted_at":"2026-05-28T10:10:44.417Z","bumped":true,"bumped_at":"2026-05-28T10:10:44.417Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":292,"name":"model","slug":"model"}],"tags_descriptions":{},"views":34,"like_count":0,"has_summary":false,"last_poster_username":"AKumar2","category_id":16,"op_like_count":0,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"A user is seeking clarification on transfer learning support for MediaPipe face detection and asking for alternative training methods for face and pose landmark models.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":138266,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"The Linear Chat Log Problem - To Infinity - Up or down?","fancy_title_localized":false,"locale":null,"id":137443,"title":"The Linear Chat Log Problem - To Infinity - Up or down?","slug":"the-linear-chat-log-problem-to-infinity-up-or-down","posts_count":3,"reply_count":0,"highest_post_number":3,"image_url":null,"created_at":"2026-04-01T12:20:23.124Z","last_posted_at":"2026-05-19T13:18:47.278Z","bumped":true,"bumped_at":"2026-05-19T13:18:47.278Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":425,"name":"ui","slug":"ui"}],"tags_descriptions":{},"views":99,"like_count":0,"has_summary":false,"last_poster_username":"darT_Zod","category_id":16,"op_like_count":0,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"Addressing the linear AI chat log problem, recent progress indicates AI is now offering several options that significantly reduce human effort in managing and analyzing conversation information.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":105920,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":131636,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Gemma 4 E2B + LiteRT-LM 0.10.x on Mali GPU — patterns from a structured tool-calling eval","fancy_title_localized":false,"locale":null,"id":143976,"title":"Gemma 4 E2B + LiteRT-LM 0.10.x on Mali GPU — patterns from a structured tool-calling eval","slug":"gemma-4-e2b-litert-lm-0-10-x-on-mali-gpu-patterns-from-a-structured-tool-calling-eval","posts_count":2,"reply_count":0,"highest_post_number":2,"image_url":null,"created_at":"2026-05-08T04:06:30.453Z","last_posted_at":"2026-05-08T14:13:26.801Z","bumped":true,"bumped_at":"2026-05-08T14:13:26.801Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":20,"name":"models","slug":"models"},{"id":7,"name":"bug","slug":"bug"},{"id":2,"name":"ai-studio","slug":"ai-studio"},{"id":5,"name":"feedback","slug":"feedback"}],"tags_descriptions":{},"views":124,"like_count":0,"has_summary":false,"last_poster_username":"Uncreated","category_id":16,"op_like_count":0,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"Recent tests on Gemma 4 E2B + LiteRT-LM on Mali GPU confirm persistent GPU precision bugs and arity-correlated collapse are structural, not due to Multi-Turn Prediction, with tool-splitting remaining the most impactful solution.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":129111,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"INT8 encoder-decoder seq2seq model inference on edge - Repeated tokens output regardless of input when running via LiteRT","fancy_title_localized":false,"locale":null,"id":142505,"title":"INT8 encoder-decoder seq2seq model inference on edge - Repeated tokens output regardless of input when running via LiteRT","slug":"int8-encoder-decoder-seq2seq-model-inference-on-edge-repeated-tokens-output-regardless-of-input-when-running-via-litert","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2026-04-27T12:54:44.872Z","last_posted_at":"2026-04-27T12:54:44.990Z","bumped":true,"bumped_at":"2026-04-27T12:54:44.990Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":20,"name":"models","slug":"models"}],"tags_descriptions":{},"views":42,"like_count":2,"has_summary":false,"last_poster_username":"AminLO","category_id":16,"op_like_count":2,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"An INT8 quantized encoder-decoder seq2seq model running through LiteRT outputs repeated tokens, unlike its FP32 counterpart, suggesting an issue with the quantized graph's execution rather than the hardware delegate.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":126657,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Does LiteRT-LM require Java 21?","fancy_title_localized":false,"locale":null,"id":141858,"title":"Does LiteRT-LM require Java 21?","slug":"does-litert-lm-require-java-21","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2026-04-22T17:29:05.241Z","last_posted_at":"2026-04-22T17:29:05.319Z","bumped":true,"bumped_at":"2026-04-22T17:29:05.319Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":384,"name":"ai-edge","slug":"ai-edge"}],"tags_descriptions":{},"views":36,"like_count":0,"has_summary":false,"last_poster_username":"Emily_Do","category_id":16,"op_like_count":0,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"An inquiry asks if `litertlm-android` (v0.10.0) requires Java 21 due to a `bad class file` error (version 65.0) when used with Java 17 (version 61.0), questioning if this is a configuration issue or actual requirement.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":64008,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Litert_torch on Mac","fancy_title_localized":false,"locale":null,"id":120901,"title":"Litert_torch on Mac","slug":"litert-torch-on-mac","posts_count":6,"reply_count":4,"highest_post_number":6,"image_url":null,"created_at":"2026-02-02T18:07:47.737Z","last_posted_at":"2026-02-11T08:56:08.642Z","bumped":true,"bumped_at":"2026-02-11T08:56:08.642Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":241,"name":"mac_os","slug":"mac-os"}],"tags_descriptions":{},"views":138,"like_count":6,"has_summary":false,"last_poster_username":"abhaypawar","category_id":16,"op_like_count":1,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"Litert_torch v0.8.0 on Apple Silicon Macs has a binary ABI mismatch issue due to changes in TFLite C++ code, but using nightly builds of both litert-torch and tensorflow resolves this by ensuring symbol alignment.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":95688,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":95877,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":78141,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Why isn&rsquo;t NPU available for Pixel phones?","fancy_title_localized":false,"locale":null,"id":97941,"title":"Why isn't NPU available for Pixel phones?","slug":"why-isnt-npu-available-for-pixel-phones","posts_count":2,"reply_count":0,"highest_post_number":3,"image_url":null,"created_at":"2025-08-13T07:49:24.865Z","last_posted_at":"2026-01-07T09:20:43.389Z","bumped":true,"bumped_at":"2026-01-07T09:20:43.389Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":384,"name":"ai-edge","slug":"ai-edge"}],"tags_descriptions":{},"views":489,"like_count":7,"has_summary":false,"last_poster_username":"abhaypawar","category_id":16,"op_like_count":4,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"The Google AI Forum explains that NPU support for Google Pixel phones is \"Coming soon\" according to the LiteRT NPU Delegate Overview page.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":59616,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":78141,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Mediapipe Documentation in IDEs Keeping Your Code Current","fancy_title_localized":false,"locale":null,"id":113664,"title":"Mediapipe Documentation in IDEs Keeping Your Code Current","slug":"mediapipe-documentation-in-ides-keeping-your-code-current","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2025-12-30T12:56:48.752Z","last_posted_at":"2025-12-30T12:56:48.826Z","bumped":true,"bumped_at":"2025-12-30T12:56:48.826Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":311,"name":"library","slug":"library"},{"id":189,"name":"mediapipe","slug":"mediapipe"}],"tags_descriptions":{},"views":130,"like_count":1,"has_summary":false,"last_poster_username":"doss","category_id":16,"op_like_count":1,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"The user is seeking methods to integrate the latest Mediapipe documentation into their IDE for ensuring they're using the most up-to-date code in their app.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":36292,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Oes the Google-AI-Edge related SDK support usage on Qualcomm in-vehicle chips?","fancy_title_localized":false,"locale":null,"id":106335,"title":"Oes the Google-AI-Edge related SDK support usage on Qualcomm in-vehicle chips?","slug":"oes-the-google-ai-edge-related-sdk-support-usage-on-qualcomm-in-vehicle-chips","posts_count":3,"reply_count":1,"highest_post_number":5,"image_url":null,"created_at":"2025-09-24T11:49:46.046Z","last_posted_at":"2025-10-16T07:34:20.605Z","bumped":true,"bumped_at":"2025-10-16T07:34:20.605Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":384,"name":"ai-edge","slug":"ai-edge"}],"tags_descriptions":{},"views":311,"like_count":4,"has_summary":false,"last_poster_username":"jack_lv1","category_id":16,"op_like_count":2,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"The user is inquiring about SDK support for Google-AI-Edge on Qualcomm in-vehicle chips, specifically for Gemma 3N and 2B models, and whether it depends on model deployment rather than SDK implementation.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest","description":"Original Poster, Most Recent Poster","user_id":63480,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":67689,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"TypeError: Negative indices with dynamic shapes on ResNet18 using ai_edge_torch","fancy_title_localized":false,"locale":null,"id":85510,"title":"TypeError: Negative indices with dynamic shapes on ResNet18 using ai_edge_torch","slug":"typeerror-negative-indices-with-dynamic-shapes-on-resnet18-using-ai-edge-torch","posts_count":2,"reply_count":0,"highest_post_number":3,"image_url":null,"created_at":"2025-05-27T08:55:12.176Z","last_posted_at":"2025-10-07T16:21:25.598Z","bumped":true,"bumped_at":"2025-10-07T16:21:25.598Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":20,"name":"models","slug":"models"},{"id":76,"name":"tflite-support","slug":"tflite-support"},{"id":389,"name":"litert","slug":"litert"},{"id":385,"name":"tensorflow-lite","slug":"tensorflow-lite"},{"id":131,"name":"tf-lite","slug":"tf-lite"}],"tags_descriptions":{},"views":214,"like_count":1,"has_summary":false,"last_poster_username":"olokobayusuf","category_id":16,"op_like_count":0,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"Pradana_Adnyana encountered a TypeError when converting a ResNet18 model to TFLite with dynamic batch size using ai_edge_torch, and olokobayusuf suggested exporting with static shapes and resizing the input tensor at runtime instead.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":50713,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":67689,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Issue with Building LiteRT from source for cross compilation- CMake Error: &ldquo;Binary directory is already used to build a source directory&rdquo;","fancy_title_localized":false,"locale":null,"id":103042,"title":"Issue with Building LiteRT from source for cross compilation- CMake Error: \"Binary directory is already used to build a source directory\"","slug":"issue-with-building-litert-from-source-for-cross-compilation-cmake-error-binary-directory-is-already-used-to-build-a-source-directory","posts_count":2,"reply_count":0,"highest_post_number":3,"image_url":"https://d3qe71uytubmmx.cloudfront.net/original/3X/9/5/954430cecff31a96513930d302248cac4bd1c911.png","created_at":"2025-09-08T11:33:52.895Z","last_posted_at":"2025-09-15T03:30:25.766Z","bumped":true,"bumped_at":"2025-09-15T03:30:25.766Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":362,"name":"tensorflow","slug":"tensorflow"},{"id":76,"name":"tflite-support","slug":"tflite-support"},{"id":384,"name":"ai-edge","slug":"ai-edge"},{"id":389,"name":"litert","slug":"litert"}],"tags_descriptions":{},"views":184,"like_count":2,"has_summary":false,"last_poster_username":"user2727","category_id":16,"op_like_count":2,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"Rhutuja and user2727 are encountering a CMake error related to the binary directory when cross-compiling LiteRT for ARM.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":58405,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":63963,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Inquiry About Combined RAG and Function Calling Pipeline in Google AI Edge","fancy_title_localized":false,"locale":null,"id":104177,"title":"Inquiry About Combined RAG and Function Calling Pipeline in Google AI Edge","slug":"inquiry-about-combined-rag-and-function-calling-pipeline-in-google-ai-edge","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2025-09-12T20:34:21.962Z","last_posted_at":"2025-09-12T20:34:22.038Z","bumped":true,"bumped_at":"2025-09-12T20:34:22.038Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":8,"name":"api","slug":"api"},{"id":414,"name":"function-calling","slug":"function-calling"}],"tags_descriptions":{},"views":80,"like_count":1,"has_summary":false,"last_poster_username":"Emily_Do","category_id":16,"op_like_count":1,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"Emily is asking about the availability of a pipeline example that combines Retrieval-Augmented Generation (RAG) and Function Calling in Google AI Edge, and if it's feasible with the current API.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":64008,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Does the Google-AI-Edge related SDK support usage on Qualcomm in-vehicle chips?","fancy_title_localized":false,"locale":null,"id":103469,"title":"Does the Google-AI-Edge related SDK support usage on Qualcomm in-vehicle chips?","slug":"does-the-google-ai-edge-related-sdk-support-usage-on-qualcomm-in-vehicle-chips","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2025-09-10T07:41:19.431Z","last_posted_at":"2025-09-10T07:41:19.519Z","bumped":true,"bumped_at":"2025-09-10T07:41:19.519Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":318,"name":"help_request","slug":"318-tag"},{"id":422,"name":"ios-device","slug":"ios-device"}],"tags_descriptions":{},"views":117,"like_count":1,"has_summary":false,"last_poster_username":"jack_lv1","category_id":16,"op_like_count":1,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"An intelligent vehicle technical team is inquiring about Google-AI-Edge SDK (for Android) support for Qualcomm 8155, 8295, and 8397 chips, as documentation mainly references high-end devices like Pixel and Galaxy phones.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":63480,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Bad quality of text embeddings with MediaPipe","fancy_title_localized":false,"locale":null,"id":96013,"title":"Bad quality of text embeddings with MediaPipe","slug":"bad-quality-of-text-embeddings-with-mediapipe","posts_count":5,"reply_count":2,"highest_post_number":8,"image_url":null,"created_at":"2025-07-29T14:16:31.609Z","last_posted_at":"2025-08-27T11:29:05.446Z","bumped":true,"bumped_at":"2025-08-27T11:29:05.446Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":20,"name":"models","slug":"models"},{"id":409,"name":"text","slug":"text"}],"tags_descriptions":{},"views":227,"like_count":2,"has_summary":false,"last_poster_username":"Lake6985","category_id":16,"op_like_count":1,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"Lake6985 apologizes for the delay and provides Maisie_Leblanc with a link to MediaPipe information.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest","description":"Original Poster, Most Recent Poster","user_id":58358,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":3967,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":52667,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Trying to build the Python Wheel Package on my Jetson and I&rsquo;m failing miserably","fancy_title_localized":false,"locale":null,"id":97850,"title":"Trying to build the Python Wheel Package on my Jetson and I'm failing miserably","slug":"trying-to-build-the-python-wheel-package-on-my-jetson-and-im-failing-miserably","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2025-08-12T22:53:20.277Z","last_posted_at":"2025-08-12T22:53:20.372Z","bumped":true,"bumped_at":"2025-08-12T22:53:20.372Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":20,"name":"models","slug":"models"},{"id":318,"name":"help_request","slug":"318-tag"},{"id":218,"name":"tflite","slug":"tflite"},{"id":196,"name":"install","slug":"install"},{"id":189,"name":"mediapipe","slug":"mediapipe"}],"tags_descriptions":{},"views":89,"like_count":0,"has_summary":false,"last_poster_username":"Jai_Kumaar_Ratadia","category_id":16,"op_like_count":0,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"The user is encountering errors while trying to build the Python Wheel Package for MediaPipe on a Jetson Orin Nano, specifically related to missing targets and issues during the Docker build process.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":59580,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Dario Schiraldi - How do I troubleshoot issues with Google AI Edge deployment?","fancy_title_localized":false,"locale":null,"id":92887,"title":"Dario Schiraldi - How do I troubleshoot issues with Google AI Edge deployment?","slug":"dario-schiraldi-how-do-i-troubleshoot-issues-with-google-ai-edge-deployment","posts_count":2,"reply_count":0,"highest_post_number":3,"image_url":null,"created_at":"2025-07-08T05:14:08.776Z","last_posted_at":"2025-07-08T07:13:32.621Z","bumped":true,"bumped_at":"2025-07-08T07:13:32.621Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":292,"name":"model","slug":"model"},{"id":384,"name":"ai-edge","slug":"ai-edge"}],"tags_descriptions":{},"views":126,"like_count":2,"has_summary":false,"last_poster_username":"prashobh_paul","category_id":16,"op_like_count":1,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"Dario is facing AI model deployment issues on Google AI Edge, and Prashobh suggests checking model conversion, hardware compatibility, profiling/logs, delegates, and inference parameters to resolve performance drops.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":55558,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":55706,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Delegate Calculator Nodes to QNN NPU within a MediaPipe Graph","fancy_title_localized":false,"locale":null,"id":86584,"title":"Delegate Calculator Nodes to QNN NPU within a MediaPipe Graph","slug":"delegate-calculator-nodes-to-qnn-npu-within-a-mediapipe-graph","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2025-06-02T04:06:51.286Z","last_posted_at":"2025-06-02T04:06:51.384Z","bumped":true,"bumped_at":"2025-06-02T04:06:51.384Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":20,"name":"models","slug":"models"},{"id":362,"name":"tensorflow","slug":"tensorflow"},{"id":76,"name":"tflite-support","slug":"tflite-support"}],"tags_descriptions":{},"views":175,"like_count":3,"has_summary":false,"last_poster_username":"Ma_Twickenham","category_id":16,"op_like_count":3,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"User is exploring the feasibility of using MediaPipe with QNN TFLite Delegate to run LLMs like Gemma via Java API, specifically inquiring about delegating a calculator node to the NPU within a MediaPipe Graph.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":51538,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Help recreating Python Model Output for Android Tflite","fancy_title_localized":false,"locale":null,"id":85059,"title":"Help recreating Python Model Output for Android Tflite","slug":"help-recreating-python-model-output-for-android-tflite","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2025-05-25T01:28:59.621Z","last_posted_at":"2025-05-25T01:28:59.761Z","bumped":true,"bumped_at":"2025-05-25T01:38:55.407Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":362,"name":"tensorflow","slug":"tensorflow"},{"id":210,"name":"python","slug":"python"},{"id":18,"name":"help-request","slug":"help-request"},{"id":76,"name":"tflite-support","slug":"tflite-support"},{"id":389,"name":"litert","slug":"litert"}],"tags_descriptions":{},"views":162,"like_count":0,"has_summary":false,"last_poster_username":"RNoah","category_id":16,"op_like_count":0,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"Noah is facing issues porting YoloX object detection models to Android using Tflite, where, despite identical preprocessing pipelines, the Android output differs from Python, suspecting an error in Tensorflow's buffer-to-tensor conversion, despite accounting for endianness.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":50376,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Gemma 3 on mobile and web with Google AI Edge","fancy_title_localized":false,"locale":null,"id":71709,"title":"Gemma 3 on mobile and web with Google AI Edge","slug":"gemma-3-on-mobile-and-web-with-google-ai-edge","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2025-03-12T15:28:41.091Z","last_posted_at":"2025-03-12T15:28:41.191Z","bumped":true,"bumped_at":"2025-03-12T15:28:41.191Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":399,"name":"gemma-3","slug":"gemma-3"},{"id":384,"name":"ai-edge","slug":"ai-edge"}],"tags_descriptions":{},"views":358,"like_count":2,"has_summary":false,"last_poster_username":"pradeepkuppala","category_id":16,"op_like_count":2,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"Google's Gemma3, now available on mobile and web via Google AI Edge, offers fast, offline AI capabilities, enabling innovative applications previously impossible.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":159,"primary_group_id":41,"flair_group_id":41}]},{"fancy_title":"Google AI Edge SDK supported android devices","fancy_title_localized":false,"locale":null,"id":67403,"title":"Google AI Edge SDK supported android devices","slug":"google-ai-edge-sdk-supported-android-devices","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://d3qe71uytubmmx.cloudfront.net/original/3X/d/a/dac98f910d1c638895a0413bde1b5ddcae7cd85c.png","created_at":"2025-02-20T17:54:22.392Z","last_posted_at":"2025-02-20T17:54:22.477Z","bumped":true,"bumped_at":"2025-02-21T11:54:09.964Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":384,"name":"ai-edge","slug":"ai-edge"}],"tags_descriptions":{},"views":523,"like_count":2,"has_summary":false,"last_poster_username":"Pawel_Srokowski","category_id":16,"op_like_count":2,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"A user encountered an error while attempting to use Google AI's Gemini Nano on a Samsung S24, a device previously listed as supported, raising questions about device compatibility and potential documentation discrepancies.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":38139,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Automating Your YouTube Channel","fancy_title_localized":false,"locale":null,"id":67522,"title":"Automating Your YouTube Channel","slug":"automating-your-youtube-channel","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2025-02-21T08:09:26.721Z","last_posted_at":"2025-02-21T08:09:26.867Z","bumped":true,"bumped_at":"2025-02-21T08:09:26.867Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":20,"name":"models","slug":"models"},{"id":8,"name":"api","slug":"api"},{"id":52,"name":"datasets","slug":"datasets"},{"id":1,"name":"gemini-15","slug":"gemini-15"},{"id":362,"name":"tensorflow","slug":"tensorflow"}],"tags_descriptions":{},"views":171,"like_count":1,"has_summary":false,"last_poster_username":"Syed_Irfan_Ali_Shah","category_id":16,"op_like_count":1,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"The discussion centers on developing automated processes to enhance YouTube channel management.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":38237,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Help converting tflite models with mediapipe","fancy_title_localized":false,"locale":null,"id":52644,"title":"Help converting tflite models with mediapipe","slug":"help-converting-tflite-models-with-mediapipe","posts_count":3,"reply_count":0,"highest_post_number":4,"image_url":null,"created_at":"2024-12-04T18:11:56.514Z","last_posted_at":"2025-01-22T23:58:54.354Z","bumped":true,"bumped_at":"2025-01-22T23:58:54.354Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":76,"name":"tflite-support","slug":"tflite-support"},{"id":189,"name":"mediapipe","slug":"mediapipe"}],"tags_descriptions":{},"views":517,"like_count":0,"has_summary":false,"last_poster_username":"pkgoogle","category_id":16,"op_like_count":0,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"The user's attempt to convert a speech-to-text model to a CPU-compatible tflite file using MediaPipe failed,  despite following online tutorials; official documentation and support are recommended for troubleshooting.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":27008,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":6,"primary_group_id":null,"flair_group_id":41},{"extras":"latest","description":"Most Recent Poster","user_id":15499,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"LoRA in AI Core","fancy_title_localized":false,"locale":null,"id":59568,"title":"LoRA in AI Core","slug":"lora-in-ai-core","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2025-01-08T07:45:06.118Z","last_posted_at":"2025-01-08T07:45:06.197Z","bumped":true,"bumped_at":"2025-01-08T07:45:06.197Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":8,"name":"api","slug":"api"},{"id":126,"name":"android","slug":"android"}],"tags_descriptions":{},"views":265,"like_count":1,"has_summary":false,"last_poster_username":"DDIDDI","category_id":16,"op_like_count":1,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"A developer is seeking clarification on the availability and usage of LoRA adapter APIs within Google AI Core for Android, referencing a sample app and related documentation.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":32229,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Using Gemini-1.5-flash to explain AI","fancy_title_localized":false,"locale":null,"id":58165,"title":"Using Gemini-1.5-flash to explain AI","slug":"using-gemini-1-5-flash-to-explain-ai","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2024-12-30T16:08:31.414Z","last_posted_at":"2024-12-30T16:08:31.549Z","bumped":true,"bumped_at":"2024-12-30T16:08:31.549Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":20,"name":"models","slug":"models"},{"id":8,"name":"api","slug":"api"},{"id":52,"name":"datasets","slug":"datasets"},{"id":1,"name":"gemini-15","slug":"gemini-15"},{"id":212,"name":"tfdata","slug":"tfdata"}],"tags_descriptions":{},"views":170,"like_count":1,"has_summary":false,"last_poster_username":"user982","category_id":16,"op_like_count":1,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"A user is using the Gemini-1.5-flash API to generate an explanation of how artificial intelligence functions.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":31031,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"TFLite Rebrand?","fancy_title_localized":false,"locale":null,"id":38432,"title":"TFLite Rebrand?","slug":"tflite-rebrand","posts_count":3,"reply_count":0,"highest_post_number":4,"image_url":null,"created_at":"2024-09-05T16:43:08.219Z","last_posted_at":"2024-12-05T17:07:46.643Z","bumped":true,"bumped_at":"2024-12-05T17:07:46.643Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":218,"name":"tflite","slug":"tflite"},{"id":260,"name":"ios","slug":"ios"}],"tags_descriptions":{},"views":244,"like_count":1,"has_summary":false,"last_poster_username":"Fergus_Henderson","category_id":16,"op_like_count":0,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"Despite the TFLite rebranding to LiteRT and its integration with Google Play services and CocoaPods, building LiteRT binaries from source will remain an open-source option.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":13540,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":6,"primary_group_id":null,"flair_group_id":41},{"extras":"latest","description":"Most Recent Poster","user_id":11178,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Pose_world_landmarks axes","fancy_title_localized":false,"locale":null,"id":51669,"title":"Pose_world_landmarks axes","slug":"pose-world-landmarks-axes","posts_count":2,"reply_count":0,"highest_post_number":2,"image_url":null,"created_at":"2024-11-27T12:14:53.783Z","last_posted_at":"2024-11-27T16:01:51.129Z","bumped":true,"bumped_at":"2024-11-27T12:14:53.842Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"visibility_reason_id":4,"tags":[{"id":189,"name":"mediapipe","slug":"mediapipe"}],"tags_descriptions":{},"views":130,"like_count":4,"has_summary":false,"last_poster_username":"system","category_id":16,"op_like_count":4,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"A user inquired about the orientation of world landmark axes in a pose estimation solution, noting an apparent inclination despite the subject being straight and seeking clarification on whether this is a software issue or a design feature.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":26403,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":-1,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"What&rsquo;s new in Google accessibility pixel 3","fancy_title_localized":false,"locale":null,"id":38717,"title":"What's new in Google accessibility pixel 3","slug":"whats-new-in-google-accessibility-pixel-3","posts_count":2,"reply_count":0,"highest_post_number":2,"image_url":null,"created_at":"2024-09-07T22:31:02.961Z","last_posted_at":"2024-11-27T09:02:58.794Z","bumped":true,"bumped_at":"2024-11-27T09:02:58.794Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":20,"name":"models","slug":"models"},{"id":8,"name":"api","slug":"api"},{"id":52,"name":"datasets","slug":"datasets"},{"id":362,"name":"tensorflow","slug":"tensorflow"},{"id":31,"name":"tfjs","slug":"tfjs"}],"tags_descriptions":{},"views":177,"like_count":2,"has_summary":false,"last_poster_username":"kans_sknb","category_id":16,"op_like_count":1,"pinned_globally":false,"featured_link":null,"ai_topic_gist":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":19473,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":26199,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Building label_image for STM32","fancy_title_localized":false,"locale":null,"id":50176,"title":"Building label_image for STM32","slug":"building-label-image-for-stm32","posts_count":3,"reply_count":1,"highest_post_number":5,"image_url":null,"created_at":"2024-11-19T14:39:42.152Z","last_posted_at":"2024-11-25T16:01:25.493Z","bumped":true,"bumped_at":"2024-11-25T16:01:25.493Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":16,"name":"build","slug":"build"},{"id":181,"name":"tfimage","slug":"tfimage"}],"tags_descriptions":{},"views":120,"like_count":0,"has_summary":false,"last_poster_username":"John_OSullivan","category_id":16,"op_like_count":0,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"John_OSullivan is building a TensorFlow Lite example for STM32 and seeks CMake build instructions, but pkgoogle suggests using Bazel instead due to compatibility issues.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest","description":"Original Poster, Most Recent Poster","user_id":25557,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":15499,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"AICore and AI Edge Resource Synchronisation","fancy_title_localized":false,"locale":null,"id":40327,"title":"AICore and AI Edge Resource Synchronisation","slug":"aicore-and-ai-edge-resource-synchronisation","posts_count":2,"reply_count":0,"highest_post_number":3,"image_url":null,"created_at":"2024-09-24T20:15:35.037Z","last_posted_at":"2024-11-20T19:36:18.191Z","bumped":true,"bumped_at":"2024-11-20T19:36:18.191Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags":[{"id":218,"name":"tflite","slug":"tflite"},{"id":269,"name":"gpu","slug":"gpu"}],"tags_descriptions":{},"views":296,"like_count":3,"has_summary":false,"last_poster_username":"pkgoogle","category_id":16,"op_like_count":3,"pinned_globally":false,"featured_link":null,"ai_topic_gist":"Tribhuwan inquired about resource sharing between AICore and AI Edge on Android, specifically concerning GPU allocation and synchronization in light of NNAPI deprecation, prompting a suggestion to seek clarification in a more relevant forum.","has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":20689,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":15499,"primary_group_id":null,"flair_group_id":null}]}]}}