Spread the pills
Place the pills on a clean, contrasting surface and frame the counting area with your camera.
Private AI assistance for pharmacy teamsCount pills with
Count pills with
on-device AI.Fast, private, and reviewable.
Point your phone at the pills and get a suggested count in seconds. BeshmarAI runs the model on your device, supports both GPU and CPU strategies, and keeps the final decision in your hands.
On-device inferenceEnglish + فارسیNo accountInstallable PWA
On-device analysisResult ready for review
Example result48pills detected
Simple from the first count
Three steps to a clear, reviewable result
The workflow stays short so pharmacy professionals can focus on verification rather than software complexity.
Let on-device AI count
BeshmarAI analyzes the image locally with the best available GPU or CPU strategy for your device.
Review the result
Inspect the suggested count and detection markers, then confirm it or repeat the count when needed.
AI designed for real devices
Automatic performance, with expert controls when you need them
BeshmarAI profiles the device once and selects a stable execution plan. Advanced users can explicitly prefer WebGPU or CPU and reset the saved strategy at any time.
- Private inference: counting images stay on your device
- Automatic, GPU/WebGPU, or CPU/WebAssembly execution
- Accurate final model with reviewable detection markers
- Installable PWA with cached models for repeat use
Automatic • WebGPU • CPUChoose the strategy in Settings
Privacy by architecture
The counting image stays on your device
The public edition has no account, OTP, payment flow, private backend, or image-upload inference endpoint. Application and model files are delivered statically and run in the browser.
Local inference
Camera frames remain inside the browser session.
Open public source
The free edition can be audited on GitHub.
Human review
Every result is a suggestion that must be confirmed.
On-device only
No image upload for model inference
Read the privacy policy →Practical pharmacy insights
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Frequently asked questions
What to know before your first count
Review the safety guide and repeat any count that looks uncertain.
Are pill images uploaded to a server?
No. Model inference runs in your browser and the counting image is not uploaded to a BeshmarAI backend.
Is the public edition really free?
Yes. The public edition requires no account, phone number, OTP, payment, or subscription.
Can I choose CPU or GPU?
Yes. Automatic mode is recommended, while the settings screen also lets advanced users prefer WebGPU or CPU/WebAssembly and choose a CPU thread count.
Can it work offline?
After the application and model assets have been cached, supported browser features can continue to work without a network connection.
Does the AI result replace human verification?
No. BeshmarAI is an assistive counting tool. The user remains responsible for reviewing and confirming every result.
Free public edition
Ready to test a private AI pill counter?
No account. No subscription. English and Persian included.