مسابقه پیاده سازی شبکه های عصبی (کاربرد object detection) بر روی FPGA ultra96 v2 در DAC 2021 بر روی دیتاست های شرکت پهپادسازی DJI:
The 2021 System Design Contest features embedded system implementation of neural network based object detection for drones. Contestants will receive training dataset provided by our industry sponsor DJI, and a hidden dataset will be used to evaluate the performance of the designs in terms of accuracy and power. Contestants will compete to create the best performing design on a Ultra 96 v2 FPGA board. Grand cash awards will be given to the top three teams. The award ceremony will be held at the 2021 IEEE/ACM Design Automation Conference.
https://dac-sdc-2021.groups.et.byu.net/doku.php
The base design framework is provided here: https://github.com/jgoeders/dac_sdc_2021
Previous Contest Winning Designs :
2020: https://github.com/jgoeders/dac_sdc_2020_designs
2019: https://github.com/xyzxinyizhang/2019-DAC-System-Design-Contest
2018: https://github.com/xyzxinyizhang/2018-DAC-System-Design-Contest
@Taksuntec
The 2021 System Design Contest features embedded system implementation of neural network based object detection for drones. Contestants will receive training dataset provided by our industry sponsor DJI, and a hidden dataset will be used to evaluate the performance of the designs in terms of accuracy and power. Contestants will compete to create the best performing design on a Ultra 96 v2 FPGA board. Grand cash awards will be given to the top three teams. The award ceremony will be held at the 2021 IEEE/ACM Design Automation Conference.
https://dac-sdc-2021.groups.et.byu.net/doku.php
The base design framework is provided here: https://github.com/jgoeders/dac_sdc_2021
Previous Contest Winning Designs :
2020: https://github.com/jgoeders/dac_sdc_2020_designs
2019: https://github.com/xyzxinyizhang/2019-DAC-System-Design-Contest
2018: https://github.com/xyzxinyizhang/2018-DAC-System-Design-Contest
@Taksuntec
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