Vision On-Demand AI & Perception Models

Real-Time Game Screen Analysis, Object Bounding Boxes & On-Demand Model Downloader

TensorRT YOLO Vision Detection

ℹ️Note

Mission Control incorporates lightweight, high-speed Computer Vision models (YOLOv8 Nano/Small) and Automatic Speech Recognition (Whisper-Tiny) for real-time tactical game screen analysis, enemy/health bar detection, and voice-command activation.

On-Demand Model Weight Pipeline

Instead of bundling heavy GGUF/PyTorch model weights into the initial installer, Mission Control downloads models on demand directly into Gaming/backend/models.

Supported Models

Model ID	Task	Size	Precision	Download Source
YOLOv8n	Real-time Object & HUD Detection	6.2 MB	FP16 / INT8	In-App Direct Download
YOLOv8s	High-Accuracy Tactical Recon	22.5 MB	FP16	In-App Direct Download
Whisper-Tiny	Voice AI & Offline Speech Commands	75.0 MB	FP16	In-App Direct Download

Direct In-App Model Downloader

When an AI model weight update is available, the Vision interface streams model weights in-app with real-time download telemetry:

TypeScript
// Trigger in-app streaming download without external browser redirects
sendCommand("download_ai_model", { model_id: "yolov8n" });

⚠️Important

Downloaded weights are verified with SHA-256 checksums before loading into ONNX Runtime or PyTorch execution providers.

Performance & Overhead

GPU Acceleration: Uses TensorRT execution providers on NVIDIA RTX GPUs for sub-5ms screen inference.
CPU Fallback: Uses OpenVINO / ONNX Runtime CPU execution provider with zero memory leaks.