{"adoption": {"forks": 63, "observed_at": "2026-08-28T04:04:38.858661+00:00", "stars": 1410}, "canonical_url": "https://ross.abutalabs.com/products/dino-x-api", "card": {"archived": false, "artifact_type": "library", "description": "DINO-X: The World's Top-Performing Vision Model for Open-World Object Detection and Understanding", "domain": ["computer-vision", "artificial-intelligence", "image-processing"], "enriched": true, "function": ["computer-vision", "image-processing", "sdk", "machine-learning"], "health_score": 40, "homepage": "https://arxiv.org/abs/2411.14347", "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["IDEA-Research/DINO-X-API"], "name": "IDEA-Research/DINO-X-API", "platform": ["python", "cross-platform"], "pushed_at": "2025-07-23T04:02:14+00:00", "repo": "IDEA-Research/DINO-X-API", "stars": 1410, "tags": ["open-set-object-detection", "object-segmentation", "pose-estimation", "region-captioning", "visual-prompting", "phrase-grounding", "api-client", "zero-shot-detection"], "topics": ["open-set-object-detection", "pose-estimation", "region-caption", "visual-prompt", "open-set-object-segmentation"], "urls": [], "use_cases": ["detect arbitrary objects in images without training", "segment objects with open-set prompts", "estimate human pose keypoints from photos", "generate captions for image regions", "count objects using visual prompts", "ground text phrases to image regions", "integrate object detection into AI agent workflows via MCP"], "what_it_is": "DINO-X API is a Python client library and examples for accessing DINO-X, a hosted unified vision model for open-world object detection and understanding. It supports text, visual, and custom prompts to produce bounding boxes, segmentation masks, pose keypoints, and region captions.", "when_to_avoid": ["you need fully offline or self-hosted inference", "you require a permissively self-hostable model rather than an API client", "you need guaranteed low-latency or no network dependency"], "when_to_choose": ["you need state-of-the-art zero-shot open-vocabulary detection", "you want one API for detection, segmentation, pose, and captioning", "you're okay calling a hosted cloud API rather than running models locally"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/dino-x-api", "repo": "IDEA-Research/DINO-X-API", "role": "main", "score": 36}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.858661+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:38:26.698029+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c71b9473ca43248294b08c6b5030b851b8840c3fec590800597724bc63149eac", "fetched_at": "2026-08-28T04:04:38.858661+00:00", "kind": "readme", "missing": false, "url": "https://github.com/IDEA-Research/DINO-X-API"}, {"content_hash": "a4b02567b3752a293e1c309dc10776826d9d5098acb2a30cf15f3d5193196188", "fetched_at": "2026-08-29T11:51:51.044282+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2411.14347"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T11:51:51.053264+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T11:51:51.056464+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T11:51:51.058725+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T11:51:51.054898+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.858661+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:38:26.698029+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c71b9473ca43248294b08c6b5030b851b8840c3fec590800597724bc63149eac", "fetched_at": "2026-08-28T04:04:38.858661+00:00", "kind": "readme", "missing": false, "url": "https://github.com/IDEA-Research/DINO-X-API"}, {"content_hash": "a4b02567b3752a293e1c309dc10776826d9d5098acb2a30cf15f3d5193196188", "fetched_at": "2026-08-29T11:51:51.044282+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2411.14347"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T11:51:51.053264+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T11:51:51.056464+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T11:51:51.058725+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T11:51:51.054898+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:38:26.698029+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c71b9473ca43248294b08c6b5030b851b8840c3fec590800597724bc63149eac", "fetched_at": "2026-08-28T04:04:38.858661+00:00", "kind": "readme", "missing": false, "url": "https://github.com/IDEA-Research/DINO-X-API"}, {"content_hash": "a4b02567b3752a293e1c309dc10776826d9d5098acb2a30cf15f3d5193196188", "fetched_at": "2026-08-29T11:51:51.044282+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2411.14347"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T11:51:51.053264+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T11:51:51.056464+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T11:51:51.058725+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T11:51:51.054898+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.858661+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.858661+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.858661+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:38:26.698029+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c71b9473ca43248294b08c6b5030b851b8840c3fec590800597724bc63149eac", "fetched_at": "2026-08-28T04:04:38.858661+00:00", "kind": "readme", "missing": false, "url": "https://github.com/IDEA-Research/DINO-X-API"}, {"content_hash": "a4b02567b3752a293e1c309dc10776826d9d5098acb2a30cf15f3d5193196188", "fetched_at": "2026-08-29T11:51:51.044282+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2411.14347"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T11:51:51.053264+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T11:51:51.056464+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T11:51:51.058725+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T11:51:51.054898+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.858661+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.858661+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:38:26.698029+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c71b9473ca43248294b08c6b5030b851b8840c3fec590800597724bc63149eac", "fetched_at": "2026-08-28T04:04:38.858661+00:00", "kind": "readme", "missing": false, "url": "https://github.com/IDEA-Research/DINO-X-API"}, {"content_hash": "a4b02567b3752a293e1c309dc10776826d9d5098acb2a30cf15f3d5193196188", "fetched_at": "2026-08-29T11:51:51.044282+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2411.14347"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T11:51:51.053264+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T11:51:51.056464+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T11:51:51.058725+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T11:51:51.054898+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.858661+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.858661+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.858661+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:38:26.698029+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c71b9473ca43248294b08c6b5030b851b8840c3fec590800597724bc63149eac", "fetched_at": "2026-08-28T04:04:38.858661+00:00", "kind": "readme", "missing": false, "url": "https://github.com/IDEA-Research/DINO-X-API"}, {"content_hash": "a4b02567b3752a293e1c309dc10776826d9d5098acb2a30cf15f3d5193196188", "fetched_at": "2026-08-29T11:51:51.044282+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2411.14347"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T11:51:51.053264+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T11:51:51.056464+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T11:51:51.058725+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T11:51:51.054898+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.858661+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.858661+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:38:26.698029+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c71b9473ca43248294b08c6b5030b851b8840c3fec590800597724bc63149eac", "fetched_at": "2026-08-28T04:04:38.858661+00:00", "kind": "readme", "missing": false, "url": "https://github.com/IDEA-Research/DINO-X-API"}, {"content_hash": "a4b02567b3752a293e1c309dc10776826d9d5098acb2a30cf15f3d5193196188", "fetched_at": "2026-08-29T11:51:51.044282+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2411.14347"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T11:51:51.053264+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T11:51:51.056464+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T11:51:51.058725+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T11:51:51.054898+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:38:26.698029+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c71b9473ca43248294b08c6b5030b851b8840c3fec590800597724bc63149eac", "fetched_at": "2026-08-28T04:04:38.858661+00:00", "kind": "readme", "missing": false, "url": "https://github.com/IDEA-Research/DINO-X-API"}, {"content_hash": "a4b02567b3752a293e1c309dc10776826d9d5098acb2a30cf15f3d5193196188", "fetched_at": "2026-08-29T11:51:51.044282+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2411.14347"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T11:51:51.053264+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T11:51:51.056464+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T11:51:51.058725+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T11:51:51.054898+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:38:26.698029+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c71b9473ca43248294b08c6b5030b851b8840c3fec590800597724bc63149eac", "fetched_at": "2026-08-28T04:04:38.858661+00:00", "kind": "readme", "missing": false, "url": "https://github.com/IDEA-Research/DINO-X-API"}, {"content_hash": "a4b02567b3752a293e1c309dc10776826d9d5098acb2a30cf15f3d5193196188", "fetched_at": "2026-08-29T11:51:51.044282+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2411.14347"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T11:51:51.053264+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T11:51:51.056464+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T11:51:51.058725+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T11:51:51.054898+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:38:26.698029+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c71b9473ca43248294b08c6b5030b851b8840c3fec590800597724bc63149eac", "fetched_at": "2026-08-28T04:04:38.858661+00:00", "kind": "readme", "missing": false, "url": "https://github.com/IDEA-Research/DINO-X-API"}, {"content_hash": "a4b02567b3752a293e1c309dc10776826d9d5098acb2a30cf15f3d5193196188", "fetched_at": "2026-08-29T11:51:51.044282+00:00", "kind": "homepage", "missing": false, "url": "https://arxiv.org/abs/2411.14347"}, {"content_hash": "cca9c3a11c56b1212864e03fb8a5511a3bdb6df53398ba4dd2ed778f931607dd", "fetched_at": "2026-08-29T11:51:51.053264+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/donate.html"}, {"content_hash": "47cbc55ff1deaca3f36b463373de863a7053d91cacf9f95725618e11610209ae", "fetched_at": "2026-08-29T11:51:51.056464+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about/ourmembers.html"}, {"content_hash": "a1f16f915a9ad89ee57c3e929a1b6577d481f52c05f8015fc720b16ee8014f19", "fetched_at": "2026-08-29T11:51:51.058725+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/about"}, {"content_hash": "b14a8d05a0ec337409ab63bffd91306b5317b16fac358aa6d1fe6afbaf3c8628", "fetched_at": "2026-08-29T11:51:51.054898+00:00", "kind": "site_page", "missing": false, "url": "https://info.arxiv.org/labs/index.html"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 33, "longevity": 46, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 651, "days_push": 406, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 36, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}