The 17 interlinked Sustainable Development Goals (SDGs) and their related 169 targets, which are at the heart of the UN's 2030 Agenda for Sustainable Development, provide a new policy framework worldwide towards ending all forms of poverty, fighting inequalities and tackling climate (https://sdgs.un.org/goals). The SDGs, set in 2015 by the United Nations General Assembly and intended to be achieved by the year 2030, are part of a UN Resolution called the "2030 Agenda". The EU has committed to implement the Sustainable Development Goals both in its internal and external policies.

The UN developed a system of Internationalized Resource Identifiers (IRIs) for Sustainable Development Goals, Targets, Indicators and related statistical series to support the development of a United Nations system-wide ecosystem of machine-readable data and documents based on Linked Open Data (LOD) principles. The taxonomy is available to IT developers and the public at large under http://metadata.un.org/sdg/?lang=en.

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NMS Algorithm

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Up till 2020, CV had the most attention. Nowadays, it's NLP.

Other hot topics of 2020:

• Data Science / AI / ML Web App Building (streamlit...)
• GPT-3
• Auto ML
• ML Ops (ML Flow, KubeFlow...)
• FastAI (Pytorch Library)
• Interpretable Machine Learning (fancily known as eXplainable AI)
• GANs
• First-Order Motion
• On-Device ML (tensorflow.js / coreML)

这是一篇介绍光流 Optical Flow 的文章

Few-shot Learning 小样本学习

trajectory 轨迹

the path that a object follows as it moves

the distribution of apparent velocities of movement of brightness pattern in an image.

Only started playing with Bitwig’s HW/CV integration a few days ago but it’s easy to get inspired by this.