How useful is a 1B vision model on-device?

I ran MiniCPM-V 4.7 through 29 visual tasks: text, charts, video, browser actions.

1B passed 14. 35B passed 25.

Useful for local OCR and video. Not yet for charts or agents.

youtu.be/QS7JCP_c8d8

#LocalAI #VisionAI #MiniCPM

#Seoul & #Rotterdam wrapped up their study visit with Tmoney’s #BIBO tagless payment & #VisionAI technologies, followed by discussions on future cooperation. Explored joint pilots on smart payments & autonomous transport, connecting academia & businesses!
#IURC #EUFPI #DGREGIO

MiniCPM V 4.6 runs visual AI locally on phones and servers. No cloud. No data leaks. Reads images, video, and documents. Field service, retail AI, document processing, video knowledge capture. Full guide: aiadoptionagency.com/minicpm-v-4-6/ #EdgeAI #VisionAI #LocalAI

Llegó a Uruguay lo último de Samsung en en Smart TV's: el nuevo Micro RGB ✨

Disponibles en 65”, 75” y 85” en @stiendauy y con mi codigo TENSHI, tienen un descuento extra

​¿Qué es lo primero que probarías en una pantalla así? Te leo en los comentarios 👇

#samsung #visionai #miniled #microrgb #tech

Small models, big test: PrismML’s Bonsai brings compressed vision AI to battery-limited smart glasses.

#VisionAI #EdgeAI #Wearables https://spaisee.com/article/prismml-puts-compressed-vision-ai-on-the-smart-glasses-road

Test Samsung S99H : un QD-OLED au top, sauf pour le design youtu.be/J8VRf_vvUPE?... via @davidnogueira3.bsky.social
@sumsung.bsky.social #Samsung #S99H #TQ55S99H #SamsungS99H #SamsungTQ55S99H #Téléviseur #TV #QDOLED #OLED #4K #UHD #55pouces #VisionAI #SmartTV #Gamme2026 #Essai #Test #Avuis