| Feature | MIDV‑720 | Competing 720p Model (A) | Mid‑range 1080p Model (B) | |---|---|---|---| | | 720p | 720p | 1080p | | IR Range | 10 m | 8 m | 15 m | | Compression | H.264/H.265 | H.264 only | H.265 + Smart‑codec | | AI Analytics | Motion, line‑crossing | Motion only | Face detection, people counting | | IP Rating | IP66 | IP65 | IP67 | | Price (USD) | $79 | $68 | $149 | | Power | PoE (802.3af) | PoE (802.3af) | PoE+ (802.3at) | | Warranty | 2 yr | 1 yr | 3 yr |
Moodyz operates as a core studio under the massive umbrella (formerly out of the Hokuto Corporation network). The studio is known for launching high-profile modeling careers and maintaining strict, high-definition broadcast standards. midv-720
: The foundational dataset released in 2018, featuring 500 video clips tracking 50 unique document types (such as ID cards, passports, and driver's licenses) across diverse, textured backgrounds. | Feature | MIDV‑720 | Competing 720p Model
To understand the engineering and design choices behind MIDV-720, it is vital to trace its origins within the broader ecosystem of identity document analysis datasets: To understand the engineering and design choices behind
Unlike datasets using real personal data, MIDV-2020 uses artificial names, text fields, and face photos (generated using AI). This makes it fully compliant with data privacy regulations (like GDPR) while providing high-quality, diverse content.