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The dataset consists of covering 50 unique types of identity documents from various countries.
There are various generic "MID" (Mobile Internet Device) tablets with the model number 550, usually reviewed as basic, entry-level Android devices. MIDV-550 - NamuWiki MIDV-550
As the years passed, MIDV-550 continued to pop up in various contexts, including discussions about industrial control systems (ICS), supervisory control and data acquisition (SCADA) systems, and even some speculation about potential connections to government agencies or intelligence organizations. The dataset consists of covering 50 unique types
To gain a better understanding of MIDV-550, we examine various technical databases, documentation, and product datasheets. Although we find limited direct references, we do encounter some related entries: To gain a better understanding of MIDV-550, we
Upon conducting an initial search for MIDV-550, one is immediately struck by the dearth of concrete information. The term does not appear to be associated with any well-known products, companies, or events. This lack of readily available information only serves to heighten the sense of mystery surrounding MIDV-550. Several theories begin to emerge: is it a codename, a product identifier, or perhaps a reference to a specific incident or project?
Each of the 50 document types was recorded under using two mobile devices (iPhone 5 and Samsung Galaxy S3) to simulate real-world mobile scanning challenges:
| Stage | Function | Typical Latency | |-------|----------|-----------------| | | Multi‑format (SDI/HDMI) digitization, de‑interlacing, colour‑space conversion (RGB↔YUV) | 0.5 ms | | Pre‑Processing | Scaling, cropping, HDR tone‑mapping, noise reduction | 1–2 ms | | AI Inference | On‑board NPU runs models (e.g., YOLO‑v5, OpenPose) on each frame | 2–4 ms | | Encoding | H.264, H.265, AV1, JPEG‑XS (hardware accelerators) | 2 ms (8K@60) | | Transport | SDI output, RTP/RTSP over 10 GbE, NDI, SRT | <0.5 ms | | Total End‑to‑End | ≈ 6–9 ms (depending on resolution & AI load) | |
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