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Computer Vision Summer Intern Interview Questions

作者：XD / 发表： 2020年6月29日 03:36 / 更新： 2020年6月29日 03:36 / 生活随记 / 阅读量：3720

I have been interviewed several times for computer vision summer intern since I came back to China. Here are some questions I summarized.

  1. CNN key steps.

  2. LSTM key steps.

  3. Layers settings.

  4. Kernal size.

  5. The difference between Tensorflow and Pytorch.

  6. VGG, ResNet, and GoogleNet.

  7. Faster-CNN.

  8. CTPN and CRNN loss functions.

  9. Imbalanced learning.

  10. The difference between text detection and object detection.

  11. Overfitting, dropout, L1, L2.

  12. DQN, DDPG, PPO.

  13. Calculate overlapped area between two rectangles.

  14. Find the K-th max number in a random array.

  15. Resume related questions.

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