Band 6: Describe a creative project you would like to undertake. You should say: - What the project is - What materials or resources you would need - What the steps to achieve the project are And explain what inspires you to want to do this project. (User-Submitted IELTS Speaking Answer)

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Polished transcript:

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I would like to do a project on ResNet 50 where you can choose two types of bacteria. As we all know, bacteria are seen under a microscope, but because of the light source, you can't clearly view the cell wall of bacteria. So, I thought of combining machine learning and deep learning to view the cell wall of bacteria clearly. The materials needed to complete this project include a technology called ResNet 50, which incorporates machine learning and deep learning. You also need two kinds of bacteria, such as Lactobacillus and Staphylococcus. Lactobacillus is found in goat milk, and Staphylococcus is found in humans, particularly in the chest area. To achieve this project, you need image processing, which is a technique that comes with ResNet 50. The image processing is quite simple. You have to send the image through ResNet, and there will be many epochs. Epochs refer to iterations. After many iterations, you will get a final result that shows a clear view of the cell wall of bacteria. So far, I have taken only 2-3 steps, like collecting bacteria and learning about what ResNet 50 actually is. I am inspired by this new project, which was suggested by my friend, because it is something new and innovative. No one has taken this as a project to achieve and explain clearly. I feel this would be the perfect project for me to undertake in the upcoming academic year.

Actual audio transcript (What native speakers are likely to hear):

I would like to do a project on Resnet 50 where you can choose two types of bacterias as we all know bacteria is seen under a microscope but as because of light source you can’t able to clearly view the cell wall of bacteria so I I thought of combining ML and DL together and to view the cell wall of bacteria clearly. The materials that we need to complete this project is a technology called Resnit 50 which comes with machine learning and deep learning. Also you need two kinds of bacteria such as Lactobacillus and Steffylococus. Lactobacillus is found in goat milk and Steffylococus is found in women. The women like in the part of chest. And to achieve this project you need image processing. It is also a technique that comes with ResNet 20. The image processing is quite simple. You have to send the image through ResNet and there will be lot of epoch. Epoch means iterations. After lot of iterations then you will get a final result which you can see the clear view of the cell wall of bacteria. As of now I have took only 2-3 steps like collecting batteries and learning about what actually Resnet 50 is. I have inspired by this new project which was taught by my friend because it is something new and innovative. No one could take this as project to achieve and also to explain it clearly. I felt this would be the perfect project for me to undertake in upcoming academic Thanks.

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Band 6+: Describe a creative project you would like to undertake. You should say: - What the project is - What materials or resources you would need - What the steps to achieve the project are And explain what inspires you to want to do this project.

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