Pengukuran Kualitas Ventilasi Dengan Sensor CO2

Belgia sudah mewajibkan pengukuran CO2 di tempat umum. [https://www.info-coronavirus.be/en/ventilation/] Penelitian menganjurkan CO2 sebagai sarana mengukur resiko penularan COVID-19 Referensi Coronavirus COVID-19 Ventilation How to lower risk of coronavirus spreading indoors Exhaled CO2 as COVID-19 Infection Risk Proxy for Different Indoor Environments and Activities

Popular Augmentation Library

Popular Augmentation library: Augly Augly (https://github.com/facebookresearch/AugLy) and Albumentations (https://github.com/albumentations-team/albumentations) Albumentations Albumentations example: References Augly: A new data augmentation library to help build more robust AI models Augly at github Albumentations , do more with less data Albumentation at github Comparison of Different Image Data Augmentation Approaches

Hugging Face Course

URL: https://huggingface.co/course/chapter1 This course will teach you about natural language processing (NLP) using libraries from the Hugging Face ecosystem β€” πŸ€— Transformers, πŸ€— Datasets, πŸ€— Tokenizers, and πŸ€— Accelerate β€” as well as the Hugging Face Hub. It’s completely free and without ads. Summary of the course:

Wheat Head Detection Resources

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, … Lanjutkan membaca Wheat Head Detection Resources