{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:DOS4OIXCHOUUR5UNWWBWT7QT7Y","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":"8c0914536d4821fc12788b27d48f26420ebb02991b03f302abd1cf4f18d33f8d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-12-19T16:39:02Z","title_canon_sha256":"c5a78d89221c027f9a1a66e69d7a528c32c7380d6a1e4e5a1713f1e9582c9025"},"schema_version":"1.0","source":{"id":"2312.12314","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.12314","created_at":"2026-07-05T09:54:43Z"},{"alias_kind":"arxiv_version","alias_value":"2312.12314v2","created_at":"2026-07-05T09:54:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.12314","created_at":"2026-07-05T09:54:43Z"},{"alias_kind":"pith_short_12","alias_value":"DOS4OIXCHOUU","created_at":"2026-07-05T09:54:43Z"},{"alias_kind":"pith_short_16","alias_value":"DOS4OIXCHOUUR5UN","created_at":"2026-07-05T09:54:43Z"},{"alias_kind":"pith_short_8","alias_value":"DOS4OIXC","created_at":"2026-07-05T09:54:43Z"}],"graph_snapshots":[{"event_id":"sha256:f03868dff62368cc05b0fdebb9a7b607c24bc1f9f821e4092fee19c9c7bde058","target":"graph","created_at":"2026-07-05T09:54:43Z","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"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2312.12314/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This study investigates the application of single and two-stage 2D-object detection algorithms like You Only Look Once (YOLO), Real-Time DEtection TRansformer (RT-DETR) algorithm for automated object detection to enhance road safety for autonomous driving on Austrian roads. The YOLO algorithm is a state-of-the-art real-time object detection system known for its efficiency and accuracy. In the context of driving, its potential to rapidly identify and track objects is crucial for advanced driver assistance systems (ADAS) and autonomous vehicles. The research focuses on the unique challenges pose","authors_text":"Stefan Schoder","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-12-19T16:39:02Z","title":"First qualitative observations on deep learning vision model YOLO and DETR for automated driving in Austria"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.12314","kind":"arxiv","version":2},"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":"sha256:61116aebcf748dcc6c203c3e030fc5391370dc3cdab71fa7074d37f2d02a8bb0","target":"record","created_at":"2026-07-05T09:54:43Z","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":"8c0914536d4821fc12788b27d48f26420ebb02991b03f302abd1cf4f18d33f8d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-12-19T16:39:02Z","title_canon_sha256":"c5a78d89221c027f9a1a66e69d7a528c32c7380d6a1e4e5a1713f1e9582c9025"},"schema_version":"1.0","source":{"id":"2312.12314","kind":"arxiv","version":2}},"canonical_sha256":"1ba5c722e23ba948f68db58369fe13fe0aa1a2d86afaa4fea2d5299c1c12462d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1ba5c722e23ba948f68db58369fe13fe0aa1a2d86afaa4fea2d5299c1c12462d","first_computed_at":"2026-07-05T09:54:43.770959Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:54:43.770959Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"u7jtqqpEjdgjyLjJgMQbPN6geI7x7TECSkfPNtGSbMbbYogmJo+Jm/MFeUftf6x2EQEKWhdzXO+K7UgAglwIDA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:54:43.771386Z","signed_message":"canonical_sha256_bytes"},"source_id":"2312.12314","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:61116aebcf748dcc6c203c3e030fc5391370dc3cdab71fa7074d37f2d02a8bb0","sha256:f03868dff62368cc05b0fdebb9a7b607c24bc1f9f821e4092fee19c9c7bde058"],"state_sha256":"0b81909afb68f2194928aa64963e5e17d8634bd0aa00e4e5734dbec0e4d1315d"}