End-to-end acceleration of the YOLO object detection framework on FPGA-only devices
Dezheng Zhang, Aibin Wang, Ruchan Mo, Dong Wang
Topics & Concepts
Computer scienceField-programmable gate arrayConvolutional neural networkComputationLatency (audio)Hardware accelerationThroughputParallel computingObject detectionConvolution (computer science)Embedded systemComputer hardwareArtificial neural networkAlgorithmArtificial intelligencePattern recognition (psychology)Operating systemWirelessTelecommunicationsAdvanced Neural Network ApplicationsCCD and CMOS Imaging SensorsAdvanced Image and Video Retrieval Techniques