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What is embedded AI development using FPGA like?
In this blog, I will record the process of implementing a human detection AI function on an ultra-low power consumption FPGA in order to acquire support skills as I have zero AI development experience.
I would appreciate it if you could share what you investigated in the process and the troubles you faced, and serve as a signpost for those who are considering it in the future.
latest blog post
I examined the contents of the inference results.
What is the content of the inference result?
Last time, how is CNN (convolutional neural network) constructed? I took a quick look at
This time, I would like to see how the results are output in the neural network model used in Lattice's human detection reference design.
Click here for a list of past articles
| release date | title |
| March 2, 2022 | I tried to implement AI on FPGA. |
| May 19, 2022 | I checked the contents of the reference design. |
| May 19, 2022 | I tried building a Linux environment. |
|
June 30, 2022 |
I used OIDv4 to see how training data works. |
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June 30, 2022 |
I looked at the configuration of the neural network model. |
|
June 30, 2022 |
I examined the contents of the inference results. |
