{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2015:7AXBKQKIOCJS5OZJVQZBPCUJ5Z","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"08c804081fdc34f9f23fdfb064ce0a9203194a89a9739f967780a0ff7a25d04b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2015-06-08T19:52:52Z","title_canon_sha256":"a4a232b1bbdd4dd0dbdd7e517fe2e02af0d833a4435c2b7d699ebac2e088c8f8"},"schema_version":"1.0","source":{"id":"1506.02640","kind":"arxiv","version":5}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1506.02640","created_at":"2026-05-18T01:15:15Z"},{"alias_kind":"arxiv_version","alias_value":"1506.02640v5","created_at":"2026-05-18T01:15:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1506.02640","created_at":"2026-05-18T01:15:15Z"},{"alias_kind":"pith_short_12","alias_value":"7AXBKQKIOCJS","created_at":"2026-05-18T12:29:07Z"},{"alias_kind":"pith_short_16","alias_value":"7AXBKQKIOCJS5OZJ","created_at":"2026-05-18T12:29:07Z"},{"alias_kind":"pith_short_8","alias_value":"7AXBKQKI","created_at":"2026-05-18T12:29:07Z"}],"graph_snapshots":[{"event_id":"sha256:b7f7fef0ca5669845b9d25c2c17e6edcf4716f06463d3b4d71e8fc71087cf838","target":"graph","created_at":"2026-05-18T01:15:15Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"paper":{"abstract_excerpt":"We present YOLO, a new approach to object detection. Prior work on object detection repurposes classifiers to perform detection. Instead, we frame object detection as a regression problem to spatially separated bounding boxes and associated class probabilities. A single neural network predicts bounding boxes and class probabilities directly from full images in one evaluation. Since the whole detection pipeline is a single network, it can be optimized end-to-end directly on detection performance.\n  Our unified architecture is extremely fast. Our base YOLO model processes images in real-time at ","authors_text":"Ali Farhadi, Joseph Redmon, Ross Girshick, Santosh Divvala","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2015-06-08T19:52:52Z","title":"You Only Look Once: Unified, Real-Time Object Detection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1506.02640","kind":"arxiv","version":5},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:65c52fb6e446acee69ba0fbc19fdb069dc2ef77a005c0832df76da47ef1f6614","target":"record","created_at":"2026-05-18T01:15:15Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"08c804081fdc34f9f23fdfb064ce0a9203194a89a9739f967780a0ff7a25d04b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2015-06-08T19:52:52Z","title_canon_sha256":"a4a232b1bbdd4dd0dbdd7e517fe2e02af0d833a4435c2b7d699ebac2e088c8f8"},"schema_version":"1.0","source":{"id":"1506.02640","kind":"arxiv","version":5}},"canonical_sha256":"f82e15414870932ebb29ac32178a89ee7b25dc2e17288bf249ef23e621e47fe4","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f82e15414870932ebb29ac32178a89ee7b25dc2e17288bf249ef23e621e47fe4","first_computed_at":"2026-05-18T01:15:15.184583Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:15:15.184583Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"31rGmF0yGAuE6mTFLZ9AGXh5Y5QkOtuOegOpravkkrElOrvJGOrtMBCFJYRCKBRnfhimu37uLPw/kz5/26KEDA==","signature_status":"signed_v1","signed_at":"2026-05-18T01:15:15.185235Z","signed_message":"canonical_sha256_bytes"},"source_id":"1506.02640","source_kind":"arxiv","source_version":5}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:65c52fb6e446acee69ba0fbc19fdb069dc2ef77a005c0832df76da47ef1f6614","sha256:b7f7fef0ca5669845b9d25c2c17e6edcf4716f06463d3b4d71e8fc71087cf838"],"state_sha256":"24df59268b5734cc792dc98d18bb784a200303e9a8bb3f741a806b5c670118ac"}