Abstract: Systems and methods for error detection in video data is described. An encoding computing system can receive a video frame. The encoding computing system can encode and decode the video frame based on an encoding scheme. The encoding computing system can generate a frame error detection code for the decoded video frame based on an error detection code generation scheme. The encoding computing system can send the encoded video frame and the error detection code to a decoding computing system. The decoding computing system can decode the encoded video frame and generate a second error detection code using the code generation scheme. The decoding computing system can detect that the decoded video frame is corrupted by comparing the error detection code and the second error detection code.

Abstract: Systems and methods for error detection in video data is described. An encoding computing system can receive a video frame. The encoding computing system can encode and decode the video frame based on an encoding scheme. The encoding computing system can generate a frame error detection code for the decoded video frame based on an error detection code generation scheme. The encoding computing system can send the encoded video frame and the error detection code to a decoding computing system. The decoding computing system can decode the encoded video frame and generate a second error detection code using the code generation scheme. The decoding computing system can detect that the decoded video frame is corrupted by comparing the error detection code and the second error detection code.

Abstract: Systems and methods for multi-attendee video conferencing are described. A system can receive a request to stream video associated with a first attendee for a high-resolution display region and video associated with a second attendee for a low-resolution display region at a client device. The system can generate a first video stream for the first attendee at a first resolution for the high-resolution display region. The system can determine a second resolution for a second video stream for the second attendee that is larger than a requested resolution for the low-resolution display region. The system can determine a video quality for the second video stream at the second resolution based on maximizing use of a bandwidth. The system can generate the second video stream for the client device.

Abstract: A mowing apparatus created by connecting a powered walk-behind mower to the side of a small tractor using a rigid articulated frame. The length of the frame provides the extended reach into the slope, allowing the tractor to stay on the flat terrain while mowing the adjacent steep slopes. The connection between the tractor and the mower is rigid in the horizontal directions, allowing the fine control of the mower position during the tractor movement both forward and in reverse, straight and turning, and articulated in the vertical direction, allowing the mower to follow the shape of the slope and preventing the transmission of the excessive side forces to the tractor, avoiding the risk of the tractor overturning. The apparatus allows the tractor and the mower to be quickly disconnected and used separately for their original purposes.