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I believe that the entire dataset (including bounding box for test images) is released here: https://zenodo.org/record/5092309 1 This dataset is mentioned in the new paper “Global Wheat Head Dataset 2021 1” , in the “Code & Data Section” I did a quick look, and I found that image filenames are changed. Top image: from AIcrowd…

AICrowd Global Wheat Challenge 2021 Solutions AICrowd: Global Wheat Challenge 2021 solutions: 1st: randomTeamName https://github.com/ksnxr/GWC_solution 2nd: david_jeon https://drive.google.com/file/d/1YwntL8wod3ySOhLDT-SelU-EKYaGnCtc/view 3rd SMART https://www.swisstransfer.com/d/d19e2ddb-8fe3-47b8-943a-b6bfccfa623b (inactive) Kaggle Global WHeat Detection 2020 Solution Kaggle Global Wheat Detection 2020 1st place solution https://www.kaggle.com/c/global-wheat-detection/discussion/172418 Summary Custom mosaic data augmentation MixUp Heavy augmentation Data cleaning EfficientDet Faster RCNN FPN Ensemble multi-scale model: Weighted-Boxes-Fusion,…

First download CUDA driver from here: https://developer.nvidia.com/cuda-downloads Choose operating system (Linux), architecture (x86_64), distribution (Ubuntu), Version (20.04), Installer type (deb (local)). https://developer.nvidia.com/cuda-downloads?target_os=Linux&target_arch=x86_64&target_distro=Ubuntu&target_version=2004&target_type=deblocal Then follow the instruction: wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/cuda-ubuntu2004.pinsudo mv cuda-ubuntu2004.pin /etc/apt/preferences.d/cuda-repository-pin-600wget https://developer.download.nvidia.com/compute/cuda/11.2.2/local_installers/cuda-repo-ubuntu2004-11-2-local_11.2.2-460.32.03-1_amd64.debsudo dpkg -i cuda-repo-ubuntu2004-11-2-local_11.2.2-460.32.03-1_amd64.debsudo apt-key add /var/cuda-repo-ubuntu2004-11-2-local/7fa2af80.pubsudo apt-get updatesudo apt-get -y install cuda