SmileyNet——通过AI读茶叶预测彩票
SmileyNet -- Towards the Prediction of the Lottery by Reading Tea Leaves with AI
AI总结：
本文提出具有情绪激励机制的神经网络SmileyNet，通过读茶叶模拟预测抛硬币，准确率达72%，优于ResNet-34和YOLOv5，并展示其组合用于预测彩票的潜力。
摘要：
我们介绍SmileyNet，一种具有超自然能力的新型神经网络。其灵感来源于积极情绪可以提升认知能力（包括分类任务）这一事实。因此，该网络在第一阶段被展示笑脸图案，并定义一个鼓励性的损失函数，以使其偏向良好情绪状态。随后，SmileyNet被用于基于一种既有的茶叶占卜法（Tasseology），即通过读茶叶来预测抛硬币的结果。第二阶段的训练和测试使用高保真模拟进行，该模拟基于从专业读茶杯中采样的真实世界像素。SmileyNet在正确预测抛硬币结果方面达到了惊人的72%准确率。ResNet-34和YOLOv5分别仅达到49%和53%。随后展示了如何组合多个SmileyNet来赢得彩票。
英文摘要：
We introduce SmileyNet, a novel neural network with psychic abilities. It is inspired by the fact that a positive mood can lead to improved cognitive capabilities including classification tasks. The network is hence presented in a first phase with smileys and an encouraging loss function is defined to bias it into a good mood. SmileyNet is then used to forecast the flipping of a coin based on an established method of Tasseology, namely by reading tea leaves. Training and testing in this second phase are done with a high-fidelity simulation based on real-world pixels sampled from a professional tea-reading cup. SmileyNet has an amazing accuracy of 72% to correctly predict the flip of a coin. Resnet-34, respectively YOLOv5 achieve only 49%, respectively 53%. It is then shown how multiple SmileyNets can be combined to win the lottery.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
