System Requirements#
Hardware, software, and network requirements for deploying Take-Away Order Accuracy.
Hardware Requirements#
Development / Single-Station#
Component |
Specification |
|---|---|
CPU |
8+ cores |
RAM |
16 GB |
GPU |
Intel Arc A770 (16 GB) or equivalent Intel GPU |
Storage |
50 GB SSD |
Production / Multi-Station#
Component |
Specification |
|---|---|
CPU |
16+ cores |
RAM |
32 GB |
GPU |
Intel Data Center GPU Max (48 GB) — for 4+ concurrent stations |
Storage |
200 GB NVMe SSD |
GPU VRAM guidance: The Qwen2.5-VL-7B INT8 model requires ~6–8 GB of VRAM. Reserve at least 8 GB for the VLM; additional VRAM headroom allows more concurrent requests.
Software Requirements#
Operating System#
Ubuntu 22.04 LTS is the validated platform (matches the intel/dlstreamer:2025.2.0-ubuntu22 base image).
Container Runtime#
Software |
Minimum Version |
|---|---|
Docker Engine |
24.0 |
Docker Compose |
V2 (2.20+) |
GPU Drivers#
Intel GPU drivers must be installed from packages.intel.com. Verify the GPU is accessible to Docker:
ls /dev/dri/
docker run --rm --device /dev/dri intel/openvino_dev:latest python3 -c \
"from openvino.runtime import Core; print(Core().available_devices)"
Expected output includes GPU.
Network Requirements#
Port Configuration#
Service |
Port |
Purpose |
|---|---|---|
Order Accuracy API |
8000 |
REST API |
OVMS VLM |
8001 |
Model inference |
Gradio UI |
7860 |
Web interface |
MinIO API |
9000 |
S3-compatible storage |
MinIO Console |
9001 |
Storage admin UI |
Semantic Service |
8080 |
Semantic matching |
RTSP Streamer |
8554 |
Video streaming (parallel mode) |
RTSP Requirements (Parallel Mode)#
Requirement |
Specification |
|---|---|
Protocol |
RTSP/RTP over TCP |
Codec |
H.264 |
Resolution |
720p–1080p |
Frame Rate |
15–30 FPS |