農地作物現況調查影像辨識-春季賽：AI作物影像判釋-前測問卷
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科系、系級 (若為學生) For students, what is your department and in which grade? 產業別 (若為業界）For workers, what is your industry? *
1. 請問本次競賽與下列何者任務較有關聯? *
2. 何謂機器學習? What is machine learning? *
3. 需要先將所有資料進行標註(label)為何種學習方式? *
4. 以下何種演算法可用於影像分析? (Select all applicable) Which of the following algorithms can be applied to image analysis? *
5. 下列何種模型較適合用在影像分類任務？ *
6. 如果模型在訓練集的準確率很高, 但測試集的準確度卻很低, 可能的原因是? *
7. 如何改善模型過度擬合Overfitting ? *
8. 哪些平台有提供免費的GPU運算資源? *
9. 何者為免費的深度學習工具? *
10. 機器學習可以用來解決下列哪些問題? *
甲 (複選題)您過去是否有參加過任何AI影像分析相關競賽的經驗? Do you have any experience in image analysis? *
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乙 (複選題) 您過去是否學習過下列程式語言? Have you ever learned any programming language?
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