Application of Xilinx ZYNQ FPGA development board in artificial intelligence image processing
PYNQ-Z2 is a platform based on Xilinx ZYNQ-7000 FPGA. In addition to inheriting the powerful processing performance of the traditional ZYNQ platform, it is also compatible with the Arduino interface and the standard Raspberry Pi interface. This makes the PYNQ-Z2 extremely scalable and Open source. PYNQ is a new open-source framework that enables embedded programmers to give full play to the functions of Xilinx Zynq All Programmable SoC (APSoC) without designing programmable logic circuits. Different from the conventional method, through PYNQ-Z2, users can use Python to program APSoC, and the code can be developed and tested directly on PYNQ2. Through PYNQ-Z2, the programmable logic circuit will be imported as a hardware library and programmed through its API in basically the same way as importing and programming a software library.

Xilinx ZYNQ FPGA development board: PYNQ-Z2
ZYNQ XC7Z020-1CLG400C:
650MHz dual-core Cortex-A9 processor
DDR3 memory controller with 8 DMA channels and 4 high-performance AXI3 slave ports
High bandwidth peripheral controller: 1G Ethernet, USB 2.0, SDIO
Low bandwidth peripheral controller: SPI, UART, CAN, I2C
Programmable from JTAG, Quad-SPI flash memory, and microSD card
Artix-7 series programmable logic
13,300 logic slices, each with four 6-input LUTs and 8 flip-flops
630 KB of fast block RAM
4 clock management slices, each slice has a phase-locked loop (PLL) and mixed-mode clock manager (MMCM)
220 DSP slice
On-chip analog-to-digital converter (XADC)
Storage:
512MB DDR3 with 16-bit bus @1050Mbps
16MB Quad-SPI flash memory with factory programmed global
Unique identifier (compatible with 48-bit EUI-48/64™).
MicroSD slot
powered by:
Powered by USB or any 7V-15V power supply
USB and Ethernet:
Gigabit Ethernet PHY
USB-JTAG programming circuit
USB-UART bridge
USB OTG PHY (host only)
Audio and video:
3.5mm with 24bit DAC and I2S protocol
TRRS jack
3.5mm line input jack
HDMI receiving port (input)
HDMI source port (output)
Switches, buttons, and LEDs:
4 buttons
2 slide switches
4 LEDs
2 RGB LEDs
Expansion connector:
Two standard Pmod ports
16 FPGA I/O interfaces (share 8 Pins with Raspberry Pi interface)
Arduino shield connector
24 FPGA I/O
6 single-ended 0-3.3V analog inputs of XADC
Raspberry Pi connector
28 FPGA I/O (8 shared with Pmod A interface)
Low latency control