{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2021:SPDOJSADFCLKJ7AOYZ55FSBZXH","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":"41404601dee0cdc490c7dc7fdcbf8ed8368539f295faba13d3f75a3d5306c4af","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.CV","submitted_at":"2021-08-18T18:31:01Z","title_canon_sha256":"814666614298f8aef36b2236274dd9337773798dcc4724bc9a71d524c3e18717"},"schema_version":"1.0","source":{"id":"2108.08339","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2108.08339","created_at":"2026-07-05T03:31:29Z"},{"alias_kind":"arxiv_version","alias_value":"2108.08339v3","created_at":"2026-07-05T03:31:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2108.08339","created_at":"2026-07-05T03:31:29Z"},{"alias_kind":"pith_short_12","alias_value":"SPDOJSADFCLK","created_at":"2026-07-05T03:31:29Z"},{"alias_kind":"pith_short_16","alias_value":"SPDOJSADFCLKJ7AO","created_at":"2026-07-05T03:31:29Z"},{"alias_kind":"pith_short_8","alias_value":"SPDOJSAD","created_at":"2026-07-05T03:31:29Z"}],"graph_snapshots":[{"event_id":"sha256:c9f3af632cbd65c221a848bbacb1aaefb0f60e2e7b7e15d3fdf21d81e0adca03","target":"graph","created_at":"2026-07-05T03:31:29Z","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/2108.08339/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Automatic License Plate Recognition systems aim to provide a solution for detecting, localizing, and recognizing license plate characters from vehicles appearing in video frames. However, deploying such systems in the real world requires real-time performance in low-resource environments. In our paper, we propose a two-stage detection pipeline paired with Vision API that provides real-time inference speed along with consistently accurate detection and recognition performance. We used a haar-cascade classifier as a filter on top of our backbone MobileNet SSDv2 detection model. This reduces infe","authors_text":"Akib Mohammed Khan, Alif Ashrafee, Md Abdullah Al Nasim, Mohammad Sabik Irbaz","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.CV","submitted_at":"2021-08-18T18:31:01Z","title":"Real-time Bangla License Plate Recognition System for Low Resource Video-based Applications"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2108.08339","kind":"arxiv","version":3},"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":"sha256:978e02071ef46c2af524620dba00563579f2726e014d89100323449dc0fcf4e9","target":"record","created_at":"2026-07-05T03:31:29Z","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":"41404601dee0cdc490c7dc7fdcbf8ed8368539f295faba13d3f75a3d5306c4af","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.CV","submitted_at":"2021-08-18T18:31:01Z","title_canon_sha256":"814666614298f8aef36b2236274dd9337773798dcc4724bc9a71d524c3e18717"},"schema_version":"1.0","source":{"id":"2108.08339","kind":"arxiv","version":3}},"canonical_sha256":"93c6e4c8032896a4fc0ec67bd2c839b9d425030e4d566517bc79d57c5363d5bf","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"93c6e4c8032896a4fc0ec67bd2c839b9d425030e4d566517bc79d57c5363d5bf","first_computed_at":"2026-07-05T03:31:29.718574Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T03:31:29.718574Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"jcz0jIDJuY/3PZychEjc8huHQ1dvZrANpHp61igjikM2hXnuUB9uDqJf2bcoz1FYUouY6Hn7CpxhZ+HILs2fAg==","signature_status":"signed_v1","signed_at":"2026-07-05T03:31:29.719007Z","signed_message":"canonical_sha256_bytes"},"source_id":"2108.08339","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:978e02071ef46c2af524620dba00563579f2726e014d89100323449dc0fcf4e9","sha256:c9f3af632cbd65c221a848bbacb1aaefb0f60e2e7b7e15d3fdf21d81e0adca03"],"state_sha256":"d367d3dc84351bc0a22cfbfe636f867882b289f6d775186bec7844b568527f61"}