Intelligent Flask Applications

A curated collection of production-grade Flask architectures, AI agent workflows, real-time computer vision hubs, and asynchronous worker topologies.

VisionFlow Studio
Hardware Accelerated
computer-vision

VisionFlow Studio

Automated Computer Vision & Real-time Video Analytics Pipeline

High-performance video inference gateway using Flask, OpenCV, and YOLOv11. Processes multi-stream RTSP feeds, performs real-time bounding-box segmentation and anomaly detection, and emits telemetry over WebSockets to a skeuomorphic operator dashboard.

Architectural Highlights
  • Zero-copy frame buffer streaming through shared memory
  • Dynamic hardware acceleration routing (CUDA / TensorRT / CPU)
  • Automated temporal alert aggregation with PostgreSQL storage
  • Custom polygon zone intrusion & heat-map visualization
18ms / frame
latency
60 FPS Multi-Stream
fps
99.1% mAP50
precision
32 Concurrent
streams
Flask OpenCV PyTorch YOLOv11 WebSockets CUDA