{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Repo: replicate/cog-grounding-dino","description":"Replicate repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/53c5b03b-a83e-44be-82c3-ecfd9090f485","json_url":"https://onlylabs.fyi/signals/53c5b03b-a83e-44be-82c3-ecfd9090f485/signal.json","generated_at":"2026-06-11T04:09:48.336542+00:00","org":{"slug":"replicate","name":"Replicate","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/replicate","dossier_json_url":"https://onlylabs.fyi/labs/replicate/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/53c5b03b-a83e-44be-82c3-ecfd9090f485","signal_json":"https://onlylabs.fyi/signals/53c5b03b-a83e-44be-82c3-ecfd9090f485/signal.json","source":"https://github.com/replicate/cog-grounding-dino","lab_dossier":"https://onlylabs.fyi/labs/replicate","lab_dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis":"https://onlylabs.fyi/analysis/replicate","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Replicate published replicate/cog-grounding-dino (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo replicate/cog-grounding-dino · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/replicate/cog-grounding-dino","source_host":"github.com","occurred_at":"2023-10-26T18:25:12+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Replicate","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"replicate/cog-grounding-dino","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"9","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/replicate/cog-grounding-dino"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:09:48.336542+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/53c5b03b-a83e-44be-82c3-ecfd9090f485/signal.json","dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/53c5b03b-a83e-44be-82c3-ecfd9090f485/signal.json","required":true},{"label":"source","url":"https://github.com/replicate/cog-grounding-dino","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/replicate/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/replicate/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 Replicate's repo signal \"replicate/cog-grounding-dino\" for neocloud strategy."},"semantic_triples":[{"subject":"Replicate","predicate":"published repo","object":"replicate/cog-grounding-dino","text":"Replicate published repo replicate/cog-grounding-dino."},{"subject":"replicate/cog-grounding-dino","predicate":"is classified as","object":"repo signal","text":"replicate/cog-grounding-dino is classified as repo signal."},{"subject":"replicate/cog-grounding-dino","predicate":"belongs to","object":"repos desk","text":"replicate/cog-grounding-dino belongs to repos desk."},{"subject":"replicate/cog-grounding-dino","predicate":"has context","object":"Python","text":"replicate/cog-grounding-dino has context Python."},{"subject":"replicate/cog-grounding-dino","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/cog-grounding-dino has evidence coverage 1 captured evidence page."},{"subject":"replicate/cog-grounding-dino","predicate":"has captured page count","object":"1","text":"replicate/cog-grounding-dino has captured page count 1."},{"subject":"replicate/cog-grounding-dino","predicate":"has readable page count","object":"1","text":"replicate/cog-grounding-dino has readable page count 1."},{"subject":"replicate/cog-grounding-dino","predicate":"has related signal count","object":"6","text":"replicate/cog-grounding-dino has related signal count 6."},{"subject":"replicate/cog-grounding-dino","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":"replicate/cog-grounding-dino 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":"replicate/cog-grounding-dino","predicate":"has source host","object":"github.com","text":"replicate/cog-grounding-dino has source host github.com."},{"subject":"replicate/cog-grounding-dino","predicate":"has lab","object":"Replicate","text":"replicate/cog-grounding-dino has lab Replicate."},{"subject":"replicate/cog-grounding-dino","predicate":"has signal desk","object":"repos","text":"replicate/cog-grounding-dino has signal desk repos."},{"subject":"replicate/cog-grounding-dino","predicate":"has source host","object":"github.com","text":"replicate/cog-grounding-dino has source host github.com."},{"subject":"replicate/cog-grounding-dino","predicate":"has repository","object":"replicate/cog-grounding-dino","text":"replicate/cog-grounding-dino has repository replicate/cog-grounding-dino."},{"subject":"replicate/cog-grounding-dino","predicate":"has language","object":"Python","text":"replicate/cog-grounding-dino has language Python."},{"subject":"replicate/cog-grounding-dino","predicate":"has stars","object":"9","text":"replicate/cog-grounding-dino has stars 9."},{"subject":"replicate/cog-grounding-dino","predicate":"has watch term","object":"Infrastructure","text":"replicate/cog-grounding-dino has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Replicate published replicate/cog-grounding-dino (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo replicate/cog-grounding-dino · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Replicate","predicate":"published repo","object":"replicate/cog-grounding-dino","text":"Replicate published repo replicate/cog-grounding-dino."},{"subject":"replicate/cog-grounding-dino","predicate":"is classified as","object":"repo signal","text":"replicate/cog-grounding-dino is classified as repo signal."},{"subject":"replicate/cog-grounding-dino","predicate":"belongs to","object":"repos desk","text":"replicate/cog-grounding-dino belongs to repos desk."},{"subject":"replicate/cog-grounding-dino","predicate":"has context","object":"Python","text":"replicate/cog-grounding-dino has context Python."},{"subject":"replicate/cog-grounding-dino","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/cog-grounding-dino has evidence coverage 1 captured evidence page."}]},"signal":{"id":"53c5b03b-a83e-44be-82c3-ecfd9090f485","url":"https://onlylabs.fyi/signals/53c5b03b-a83e-44be-82c3-ecfd9090f485","json_url":"https://onlylabs.fyi/signals/53c5b03b-a83e-44be-82c3-ecfd9090f485/signal.json","source_url":"https://github.com/replicate/cog-grounding-dino","title":"replicate/cog-grounding-dino","summary":"Replicate 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":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2023-10-26T18:25:12+00:00","first_seen_at":"2026-06-05T22:32:13.390047+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/replicate/cog-grounding-dino"]},"facets":{"repo":"replicate/cog-grounding-dino","language":"Python"},"traction":{"github_stars":9,"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/replicate/cog-grounding-dino","final_url":"https://github.com/replicate/cog-grounding-dino","title":"replicate/cog-grounding-dino repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:48.336542+00:00","bytes":10051,"raw_path":"63314b40babe03805d693d9e6361ba4d271b2118108750278ec96ebe017a97ca.json","content_hash":"a2575f8b35bf43254b5f0f331b39619a04450edc51538cd45931e12e57950cb2","excerpt_chars":1200,"truncated":true,"excerpt":"replicate/cog-grounding-dino Description: Cog wrapper for Grounding DINO Language: Python License: Apache-2.0 Stars: 9 Forks: 5 Open issues: 0 Created: 2023-10-26T18:25:12Z Pushed: 2023-10-26T18:47:52Z Default branch: main Fork: no Archived: no README: Cog-Grounding-DINO This is an implementation of Grounding DINO by IDEA Reseach as a [Cog](https://github.com/replicate/cog) model. Grounding DINO can detect arbitrary objects with human text inputs such as category names or referring expressions. The model architecture combines Transformer-based detector DINO with grounded pre-training to achieve open-vocabulary / text-guided object detection. See the [paper](https://arxiv.org/abs/2303.05499), [original repository](https://github.com/IDEA-Research/GroundingDINO) and this [Replicate model](https://replicate.com/alaradirik/grounding-dino). Development Follow the [model pushing guide](https://replicate.com/docs/guides/push-a-model) to push your own fork of Grounding DINO to [Replicate](https://replicate.com). Basic Usage You will need to have Cog and Docker installed on your local to run predictions. You can use Grounding DINO to query images with text descriptions of any object. To..."},"evidence_pages":[{"url":"https://github.com/replicate/cog-grounding-dino","final_url":"https://github.com/replicate/cog-grounding-dino","title":"replicate/cog-grounding-dino repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:48.336542+00:00","bytes":10051,"raw_path":"63314b40babe03805d693d9e6361ba4d271b2118108750278ec96ebe017a97ca.json","content_hash":"a2575f8b35bf43254b5f0f331b39619a04450edc51538cd45931e12e57950cb2","excerpt_chars":1200,"truncated":true,"excerpt":"replicate/cog-grounding-dino Description: Cog wrapper for Grounding DINO Language: Python License: Apache-2.0 Stars: 9 Forks: 5 Open issues: 0 Created: 2023-10-26T18:25:12Z Pushed: 2023-10-26T18:47:52Z Default branch: main Fork: no Archived: no README: Cog-Grounding-DINO This is an implementation of Grounding DINO by IDEA Reseach as a [Cog](https://github.com/replicate/cog) model. Grounding DINO can detect arbitrary objects with human text inputs such as category names or referring expressions. The model architecture combines Transformer-based detector DINO with grounded pre-training to achieve open-vocabulary / text-guided object detection. See the [paper](https://arxiv.org/abs/2303.05499), [original repository](https://github.com/IDEA-Research/GroundingDINO) and this [Replicate model](https://replicate.com/alaradirik/grounding-dino). Development Follow the [model pushing guide](https://replicate.com/docs/guides/push-a-model) to push your own fork of Grounding DINO to [Replicate](https://replicate.com). Basic Usage You will need to have Cog and Docker installed on your local to run predictions. You can use Grounding DINO to query images with text descriptions of any object. To..."}],"related_signals":[{"id":"1db23f7d-6f2c-4c4d-a72e-13e4571ab215","url":"https://onlylabs.fyi/signals/1db23f7d-6f2c-4c4d-a72e-13e4571ab215","source_url":"https://github.com/replicate/getting-started-vinext","title":"replicate/getting-started-vinext","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-24T21:02:36+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"839ba0f4-1476-4d41-8a21-a7229404068c","url":"https://onlylabs.fyi/signals/839ba0f4-1476-4d41-8a21-a7229404068c","source_url":"https://github.com/replicate/skills","title":"replicate/skills","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-16T04:57:43+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"7859f548-12fd-4e47-869f-6cd6e9b89b7c","url":"https://onlylabs.fyi/signals/7859f548-12fd-4e47-869f-6cd6e9b89b7c","source_url":"https://github.com/replicate/image-editing-arena","title":"replicate/image-editing-arena","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-25T21:37:30+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"024a8173-5843-4a5f-b99f-d614881620a1","url":"https://onlylabs.fyi/signals/024a8173-5843-4a5f-b99f-d614881620a1","source_url":"https://github.com/replicate/replicate-langchain","title":"replicate/replicate-langchain","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-20T22:40:29+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"eeeccbb1-b0ff-4c2e-9b43-59541c3b203b","url":"https://onlylabs.fyi/signals/eeeccbb1-b0ff-4c2e-9b43-59541c3b203b","source_url":"https://github.com/replicate/replicate-mcp-code-mode","title":"replicate/replicate-mcp-code-mode","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-13T20:12:39+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"d3f1eb7e-9b05-4c64-94d6-5802bafeb63f","url":"https://onlylabs.fyi/signals/d3f1eb7e-9b05-4c64-94d6-5802bafeb63f","source_url":"https://github.com/replicate/cursedsit.com","title":"replicate/cursedsit.com","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-10-30T16:14:21+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"}]}