{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:2XRV2CKTWKAF4E5QLEPZWV3C7W","short_pith_number":"pith:2XRV2CKT","schema_version":"1.0","canonical_sha256":"d5e35d0953b2805e13b0591f9b5762fdaabe95618bd373d839caea0c63a54b8b","source":{"kind":"arxiv","id":"2412.01701","version":1},"attestation_state":"computed","paper":{"title":"FathomVerse: A community science dataset for ocean animal discovery","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.HC"],"primary_cat":"cs.CV","authors_text":"Benjamin Woodward, Genevieve Patterson, Giovanna Sainz, Joost Daniels, Kakani Katija, Kevin Barnard, Lonny Lundsten","submitted_at":"2024-12-02T16:49:20Z","abstract_excerpt":"Can computer vision help us explore the ocean? The ultimate challenge for computer vision is to recognize any visual phenomena, more than only the objects and animals humans encounter in their terrestrial lives. Previous datasets have explored everyday objects and fine-grained categories humans see frequently. We present the FathomVerse v0 detection dataset to push the limits of our field by exploring animals that rarely come in contact with people in the deep sea. These animals present a novel vision challenge.\n  The FathomVerse v0 dataset consists of 3843 images with 8092 bounding boxes from"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2412.01701","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-02T16:49:20Z","cross_cats_sorted":["cs.HC"],"title_canon_sha256":"fb7e754cad038d11c96695fe8da808a4cf51cbf8fbd867376653773f04c35530","abstract_canon_sha256":"0ae868db18b0163785aa922d9ada025720567c70d99f75e1d9a1b8fd9ad021d0"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:43:17.588292Z","signature_b64":"T7VNnUrsskGJCqlWlTXRWmFo0igmcfN5xaMfWSAgn63nDyUP6Je8do7Ayk6aNEjqRDTTfBVNf7dZZyrHxh8mBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d5e35d0953b2805e13b0591f9b5762fdaabe95618bd373d839caea0c63a54b8b","last_reissued_at":"2026-07-05T09:43:17.587733Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:43:17.587733Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"FathomVerse: A community science dataset for ocean animal discovery","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.HC"],"primary_cat":"cs.CV","authors_text":"Benjamin Woodward, Genevieve Patterson, Giovanna Sainz, Joost Daniels, Kakani Katija, Kevin Barnard, Lonny Lundsten","submitted_at":"2024-12-02T16:49:20Z","abstract_excerpt":"Can computer vision help us explore the ocean? The ultimate challenge for computer vision is to recognize any visual phenomena, more than only the objects and animals humans encounter in their terrestrial lives. Previous datasets have explored everyday objects and fine-grained categories humans see frequently. We present the FathomVerse v0 detection dataset to push the limits of our field by exploring animals that rarely come in contact with people in the deep sea. These animals present a novel vision challenge.\n  The FathomVerse v0 dataset consists of 3843 images with 8092 bounding boxes from"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.01701","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2412.01701/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2412.01701","created_at":"2026-07-05T09:43:17.587808+00:00"},{"alias_kind":"arxiv_version","alias_value":"2412.01701v1","created_at":"2026-07-05T09:43:17.587808+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.01701","created_at":"2026-07-05T09:43:17.587808+00:00"},{"alias_kind":"pith_short_12","alias_value":"2XRV2CKTWKAF","created_at":"2026-07-05T09:43:17.587808+00:00"},{"alias_kind":"pith_short_16","alias_value":"2XRV2CKTWKAF4E5Q","created_at":"2026-07-05T09:43:17.587808+00:00"},{"alias_kind":"pith_short_8","alias_value":"2XRV2CKT","created_at":"2026-07-05T09:43:17.587808+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/2XRV2CKTWKAF4E5QLEPZWV3C7W","json":"https://pith.science/pith/2XRV2CKTWKAF4E5QLEPZWV3C7W.json","graph_json":"https://pith.science/api/pith-number/2XRV2CKTWKAF4E5QLEPZWV3C7W/graph.json","events_json":"https://pith.science/api/pith-number/2XRV2CKTWKAF4E5QLEPZWV3C7W/events.json","paper":"https://pith.science/paper/2XRV2CKT"},"agent_actions":{"view_html":"https://pith.science/pith/2XRV2CKTWKAF4E5QLEPZWV3C7W","download_json":"https://pith.science/pith/2XRV2CKTWKAF4E5QLEPZWV3C7W.json","view_paper":"https://pith.science/paper/2XRV2CKT","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2412.01701&json=true","fetch_graph":"https://pith.science/api/pith-number/2XRV2CKTWKAF4E5QLEPZWV3C7W/graph.json","fetch_events":"https://pith.science/api/pith-number/2XRV2CKTWKAF4E5QLEPZWV3C7W/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/2XRV2CKTWKAF4E5QLEPZWV3C7W/action/timestamp_anchor","attest_storage":"https://pith.science/pith/2XRV2CKTWKAF4E5QLEPZWV3C7W/action/storage_attestation","attest_author":"https://pith.science/pith/2XRV2CKTWKAF4E5QLEPZWV3C7W/action/author_attestation","sign_citation":"https://pith.science/pith/2XRV2CKTWKAF4E5QLEPZWV3C7W/action/citation_signature","submit_replication":"https://pith.science/pith/2XRV2CKTWKAF4E5QLEPZWV3C7W/action/replication_record"}},"created_at":"2026-07-05T09:43:17.587808+00:00","updated_at":"2026-07-05T09:43:17.587808+00:00"}