The Bi-i V401X, a self contained, small form factor, reference design for rapid incorporation into IP cameras and other video security edge devices, can also serve as a standalone video analytics device. Ideal for implementing embedded Video Analytics capabilities, it combines the power of robust hard-coded image processing capabilities with the flexibility of a fully programmable application development environment.