LingBot Vision API
Boundary‑aware vision for depth and segmentation
A cloud‑hosted API that delivers fast, accurate depth maps and semantic segmentation using the LingBot‑Vision backbone. It supports multiple model sizes, from lightweight to 1.1B‑parameter, and can be integrated into robotics, construction, or AR workflows with a single REST call.
Next.js 14 + FastAPI + TorchServe + Docker + Vercel + Stripe
Not required
Free tier: 1,000 inference requests/month, small model only. Pro tier: unlimited requests, large/giant models, priority GPU access.
Medium — Requires GPU inference but can be containerized and deployed on managed GPU services like AWS SageMaker or GCP AI Platform
- ✓High demand for depth estimation in robotics and construction
- ✓Open-source model with proven performance and large community
- ✓Easy to wrap into a REST API with existing PyTorch inference tools
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