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Huawei HCIP-AI-EI Developer V2.5 Sample Questions:
1. In cases where the bright and dark areas of an image are too extreme, which of the following techniques can be used to improve the image?
A) Inversion
B) Grayscale stretching
C) Gamma correction
D) Grayscale compression
2. What are the advantages of deep learning-based speech recognition algorithms?
A) No data training
B) Automated feature extraction
C) End-to-end task processing
D) Forced alignment of annotated data
3. In the image recognition algorithm, the structure design of the convolutional layer has a great impact on its performance. Which of the following statements are true about the structure and mechanism of the convolutional layer? (Transposed convolution is not considered.)
A) The convolutional layer slides over the input feature map using a convolution kernel of a fixed size to extract local features without explicitly defining their features.
B) A stride in the convolutional layer can control the spatial resolution of the output feature map. A larger stride indicates a smaller output feature map and simpler calculation.
C) In the convolutional layer, each neuron only collects some information. This effectively reduces the memory required.
D) The convolutional layer uses parameter sharing so that features at different positions share the same group of parameters. This reduces the number of network parameters required but reduces the expression capabilities of models.
4. What type of task is viewed when using the Seq2Seq model in speech recognition?
A) Regression task
B) Classification task
C) Dimensionality reduction task
D) Clustering task
5. In 2017, the Google machine translation team proposed the Transformer in their paperAttention is All You Need. In a Transformer model, there is customized LSTM with CNN layers.
A) TRUE
B) FALSE
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B,C | Question # 3 Answer: A,B,C,D | Question # 4 Answer: B | Question # 5 Answer: B |
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