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The original GAN method is based on the GAN game, a zero-sum game with 2 players: generator and discriminator. The game is defined over a probability space (,,), The generator's strategy set is the set of all probability measures on (,), and the discriminator's strategy set is the set of measurable functions : [,].
GANs were used by the video game modding community to up-scale low-resolution 2D textures in old video games by recreating them in 4k or higher resolutions via image training, and then down-sampling them to fit the game's native resolution (resembling supersampling anti-aliasing).
Other projects like AgeGuess [8] focus on the senior demographics and enable the elderly to upload photos of themselves so the public can guess different ages. Lists of citizen science projects may change. For example, the Old Weather project website indicates that as of January 10, 2015, 51% of the logs were completed. [9]
Every year the Society for Science and the Public hosts a national science competition for students in 6th, 7th, and 8th grade. The competition, called the Broadcom Math, Applied Science ...
Proponents of fair use training have argued that it is a transformative use and does not involve making copies of copyrighted works available to the public. [110] Critics have argued that image generators such as Midjourney can create nearly-identical copies of some copyrighted images, [ 111 ] and that generative AI programs compete with the ...
A science fair or engineering fair is an event hosted by a school that offers students the opportunity to experience the practices of science and engineering for themselves. In the United States, the Next Generation Science Standards makes experiencing the practices of science and engineering one of the three pillars of science education.
The school's course offerings and overall academic approach are focused on emphasizing the four STEM fields: science, technology, engineering, and mathematics. Students are required to take courses in science and math, as well as engineering and technology via indirect integration in other courses, through twelfth grade. [21]
The Google Science Fair was a worldwide (excluding Cuba, Iran, North Korea, Sudan, Myanmar/Burma, Syria, Zimbabwe and any other U.S. sanctioned country [1]) online science competition sponsored by Google, Lego, Virgin Galactic, National Geographic and Scientific American. [2] [3] [4] It was an annual event spanning the years 2011 through 2018.