convolution Fast corner Mean Shift Tracking (MST) Arithmetic subtraction Histogram LK Dense Optical Flow Bitwise: AND, OR, XOR, NOT Gradient Phase Dilate Harris corner Canny edge detection Pixel-wise Optical Flow 案例分析 Demo的目的： 1. Xilinx SoC 可以支持Python, OpenCV 开发 2. PYNQ可以提高 Xilinx SoC 的开发效率 3. PYNQ 中增加了 对Hardware Overlay的支持，提供了专门的Python API对Hardware Overlay进行操作，可以动态加载 bitstream。 Optical Flow Demo com/Xilinx/PYNQ- ComputerVision/blob/master/boards/Ultra96/notebooks/4__Overla ys-opticalflow.ipynb Optical Flow Demo Based on PYNQ + Avnet Ultra96 PS PL Linux Python PS Linux Python, Hardware Overlay

convolution Fast corner Mean Shift Tracking (MST) Arithmetic subtraction Histogram LK Dense Optical Flow Bitwise: AND, OR, XOR, NOT Gradient Phase Dilate Harris corner Canny edge detection Pixel-wise Optical Flow 案例分析 Demo的目的： 1. Xilinx SoC 可以支持Python, OpenCV 开发 2. PYNQ可以提高 Xilinx SoC 的开发效率 3. PYNQ 中增加了 对Hardware Overlay的支持，提供了专门的Python API对Hardware Overlay进行操作，可以动态加载 bitstream。 Optical Flow Demo com/Xilinx/PYNQ- ComputerVision/blob/master/boards/Ultra96/notebooks/4__Overlay s-opticalflow.ipynb Optical Flow Demo Based on PYNQ + Avnet Ultra96 PS PL Linux Python PS Linux Python, Hardware Overlay

convolution Fast corner Mean Shift Tracking (MST) Arithmetic subtraction Histogram LK Dense Optical Flow Bitwise: AND, OR, XOR, NOT Gradient Phase Dilate Harris corner Canny edge detection Pixel-wise Optical Flow 案例分析 Demo的目的： 1. Xilinx SoC 可以支持Python, OpenCV 开发 2. PYNQ可以提高 Xilinx SoC 的开发效率 3. PYNQ 中增加了 对Hardware Overlay的支持，提供了专门的Python API对Hardware Overlay进行操作，可以动态加载 bitstream。 Optical Flow Demo com/Xilinx/PYNQ- ComputerVision/blob/master/boards/Ultra96/notebooks/4__Overlay s-opticalflow.ipynb Optical Flow Demo Based on PYNQ + Avnet Ultra96 PS PL Linux Python PS Linux Python, Hardware Overlay

This attribute is defined on the WebSocketServerProtocol and WebSocketClientProtocol classes. Data flow The following diagram shows how data flows between an application built on top of websockets and shows how websockets receives data. Incoming data is written to a StreamReader in order to implement flow control and provide backpressure on the TCP connection. transfer_data_task, which is started when the TCP connection to terminate. Outgoing data is written to a StreamWriter in order to implement flow control and provide backpressure from the TCP connection. Closing handshake When the other side

high-level, coroutine-based APIs. Compared to callbacks, coroutines make it easier to manage control flow in concurrent code. If you prefer callback-based APIs, you should use another library. Can I use This attribute is defined on the WebSocketServerProtocol and WebSocketClientProtocol classes. Data flow The following diagram shows how data flows between an application built on top of websockets and shows how websockets receives data. Incoming data is written to a StreamReader in order to implement flow control and provide backpressure on the TCP connection. transfer_data_task, which is started when

This attribute is defined on the WebSocketServerProtocol and WebSocketClientProtocol classes. Data flow The following diagram shows how data flows between an application built on top of websockets and shows how websockets receives data. Incoming data is written to a StreamReader in order to implement flow control and provide backpressure on the TCP connection. transfer_data_task, which is started when the TCP connection to terminate. Outgoing data is written to a StreamWriter in order to implement flow control and provide backpressure from the TCP connection. Closing handshake When the other side

This attribute is defined on the WebSocketServerProtocol and WebSocketClientProtocol classes. Data flow The following diagram shows how data flows between an application built on top of websockets and shows how websockets receives data. Incoming data is written to a StreamReader in order to implement flow control and provide backpressure on the TCP connection. transfer_data_task, which is started when the TCP connection to terminate. Outgoing data is written to a StreamWriter in order to implement flow control and provide backpressure from the TCP connection. Closing handshake When the other side

handle streamed request data. Requires the stream_request_body decorator. May be a coroutine for flow control. Output RequestHandler.set_status(status_code: int, reason: str = None) → None Sets the example, this is the place to set a custom Server header. Note that setting such headers in the normal flow of request processing may not do what you want, since headers may be reset during error handling. framework 43 Tornado Documentation, Release 6.0.4 The callback argument, if given, can be used for flow control: it will be run when all flushed data has been written to the socket. Note that only one flush

‘ssl_verify’ to ‘false’. --offline Offline mode. Don’t connect to the Internet. 2.1.8 Output, Prompt, and Flow Control Options -d, --dry-run Only display what would have been done. --json Report all output as ‘ssl_verify’ to ‘false’. --offline Offline mode. Don’t connect to the Internet. 2.2.8 Output, Prompt, and Flow Control Options -d, --dry-run Only display what would have been done. --json Report all output as ‘ssl_verify’ to ‘false’. --offline Offline mode. Don’t connect to the Internet. 2.3.8 Output, Prompt, and Flow Control Options -d, --dry-run Only display what would have been done. --json Report all output as

‘ssl_verify’ to ‘false’. --offline Offline mode. Don’t connect to the Internet. 2.1.8 Output, Prompt, and Flow Control Options -d, --dry-run Only display what would have been done. --json Report all output as ‘ssl_verify’ to ‘false’. --offline Offline mode. Don’t connect to the Internet. 2.2.8 Output, Prompt, and Flow Control Options -d, --dry-run Only display what would have been done. --json Report all output as ‘ssl_verify’ to ‘false’. --offline Offline mode. Don’t connect to the Internet. 2.3.8 Output, Prompt, and Flow Control Options -d, --dry-run Only display what would have been done. --json Report all output as