The purpose of this website is to:
1) Extend computer vision to anyone who builds embedded systems.
2) Make pixel processing into a standard microcontroller peripheral.
In the coming weeks I’ll be posting:
1) Plans for 4Cam, a 4-wire vision peripheral with a ~$10 BOM. Aiming for an 8mm x 8mm PCB with a WLC camera, a small CPLD, and a serial port.
2) Projects using CMOS cameras with Stellaris, Microchip, Silicon Labs, MSP430, Parallax, and other microcontrollers. In some cases the camera will be connected directly to the microcontroller.
3) Demos of the ChipSight feature encoder. Here is a short overview of ChipSight.
Some terms to get us started:
Computer vision: Extract information from an image to perform a task.
Application: The part of the system that has knowledge of the task.
Pixel processing: Convert pixel data to information needed by the application.
For example, an application tracking a basketball needs information such as the location of a round orange region in the scene.
The natural division between pixel processing and the application creates a simplified architecture for computer vision systems. One benefit is that a common front-end becomes a platform for applications; completely different applications on different systems can be written in very similar ways. Not only are developers freed from the complicated and expensive task of pixel-processing, they are also given a platform for building powerful vision products.
Another advantage to separating the pixel processing from the application is that system resources (therefore system cost) can be sized to the application instead of the data rate. Why spend $$$ on a processor/fpga and frame buffer memory and a board full of parts and several drivers just to chew through megabytes of camera pixel data — when what you want is to size the cost of your processor to your application, connect a camera to the processor, and build your application? Why spend $50 to solve a $.50 problem?
That’s it for now.
What vision application do you most want to build?
What topics or questions do you want see addressed here?