IVRP-OCR converts thousands of vehicle photographs into audit-proof registration records. The machine reads, the grammar validates, and a human officer approves — every single record.
Transport Departments, RTO record rooms, enforcement cells, toll & parking operators, fleet auditors — anyone drowning in vehicle photos that need to become trustworthy data.
Manual entry runs 3–5% typo rates. A wrong digit is a wrong vehicle — and a wrong challan.
Spreadsheets can't answer "who verified this?" IVRP-OCR records the answer for every single row.
Citizen vehicle photos to foreign APIs is a privacy risk. Our engine runs entirely on your machines.
Deploy on your own hardware — an office PC to a GPU server. You own the binary, the database and the evidence store.
✓ Zero per-image fees · ✓ Air-gap capable · ✓ Full data custody
We run it for you on our hardened VPS — HTTPS, backups, monitoring — you just log in and work. Currently live at helioshorasis.com.
✓ No IT team needed · ✓ Same audit guarantees · ✓ Dedicated instance
Manual entry takes 30–45 seconds per record. IVRP-OCR cuts human effort to a 5-second approve-or-correct glance — the machine already did the reading and kept the evidence.
A single 4-core server clears ~20,000 images a day — scale linearly with more nodes or a GPU.
Failed grammar → the engine re-reads the crop and doubtful characters — proposals go to humans, never silent fixes.
Original pixels, every OCR alternative, confidence scores and model versions — stored verbatim, forever queryable.
OCR never triggers a challan or blacklists a vehicle. A human officer always signs off — by design, not policy.
Clerks upload, officers verify, admins govern. Every action logged against a named user.
NORMAL, BH-series, Delhi variants, temporary, diplomatic, defence and vintage — independent grammar profiles each.
Full-frame first, then tile-sweeps — catches plates behind glass, in glare, and at odd angles other tools miss.
Log in, upload a folder of photos, and watch a week of typing finish before lunch.
Open IVRP-OCR →