{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:RVRYHD2RFXGU67XQ6UVLH5KVCJ","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":"01d6fd09f196f2c2a4e2ec8c994e2d7e981e0aa8df91c5101ca27dde5b01738c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.DC","submitted_at":"2025-03-27T10:08:18Z","title_canon_sha256":"edecfd46ed242120a7030f387301a4ae0c9ed325efcf61b091c061b2486f1cf5"},"schema_version":"1.0","source":{"id":"2504.03709","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.03709","created_at":"2026-07-05T10:44:46Z"},{"alias_kind":"arxiv_version","alias_value":"2504.03709v1","created_at":"2026-07-05T10:44:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.03709","created_at":"2026-07-05T10:44:46Z"},{"alias_kind":"pith_short_12","alias_value":"RVRYHD2RFXGU","created_at":"2026-07-05T10:44:46Z"},{"alias_kind":"pith_short_16","alias_value":"RVRYHD2RFXGU67XQ","created_at":"2026-07-05T10:44:46Z"},{"alias_kind":"pith_short_8","alias_value":"RVRYHD2R","created_at":"2026-07-05T10:44:46Z"}],"graph_snapshots":[{"event_id":"sha256:d91707341ae1b28d5bff7eabb49a570a6b7d0a65c3cbdf139930d782eeac7ba1","target":"graph","created_at":"2026-07-05T10:44:46Z","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/2504.03709/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"VIP navigation requires multiple DNN models for identification, posture analysis, and depth estimation to ensure safe mobility. Using a hazard vest as a unique identifier enhances visibility while selecting the right DNN model and computing device balances accuracy and real-time performance. We present Ocularone-Bench, which is a benchmark suite designed to address the lack of curated datasets for uniquely identifying individuals in crowded environments and the need for benchmarking DNN inference times on resource-constrained edge devices. The suite evaluates the accuracy-latency trade-offs of","authors_text":"Arnav A Rajesh, Bhavani A Madhabhavi, Kautuk Astu, Pratham M, Suman Raj, Yogesh Simmhan","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.DC","submitted_at":"2025-03-27T10:08:18Z","title":"Ocularone-Bench: Benchmarking DNN Models on GPUs to Assist the Visually Impaired"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.03709","kind":"arxiv","version":1},"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":"sha256:073614961e2e5fa35b9ff04899db3d313cd5a36cab5b0531df8f0c8842d6ecf6","target":"record","created_at":"2026-07-05T10:44:46Z","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":"01d6fd09f196f2c2a4e2ec8c994e2d7e981e0aa8df91c5101ca27dde5b01738c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.DC","submitted_at":"2025-03-27T10:08:18Z","title_canon_sha256":"edecfd46ed242120a7030f387301a4ae0c9ed325efcf61b091c061b2486f1cf5"},"schema_version":"1.0","source":{"id":"2504.03709","kind":"arxiv","version":1}},"canonical_sha256":"8d63838f512dcd4f7ef0f52ab3f555127d78dfc1ce8007c42cc64bf0e437941c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8d63838f512dcd4f7ef0f52ab3f555127d78dfc1ce8007c42cc64bf0e437941c","first_computed_at":"2026-07-05T10:44:46.827869Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:44:46.827869Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"nzCpnnBuy5a4ubmp8NnY0xhRuCDPt/NmbezRsPp7RqMDk+ZMMM0Vkiiq9Iz5mVGw54rOTKB4JgXP0+poqgyxCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:44:46.828332Z","signed_message":"canonical_sha256_bytes"},"source_id":"2504.03709","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:073614961e2e5fa35b9ff04899db3d313cd5a36cab5b0531df8f0c8842d6ecf6","sha256:d91707341ae1b28d5bff7eabb49a570a6b7d0a65c3cbdf139930d782eeac7ba1"],"state_sha256":"2b5968dac1c0b0b44c659717fc70916365ad746c27ef6fa53e8fbadf520fe63b"}