Need help with object detection models on small FPGAs

There aren’t many examples of neural network models running on tiny hardware, which is a very active topic as it would allow scaling neural networks to a lot of devices. I have a GoWin GW1NR-9 FPGA and I want to program it to run object detection model for my application. I need help regarding the right direction for this project and any literature / reference of similar project attempts.

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After a searching found this query , i am too searching for some sort of ML NN Models that can perform Computer Vision on FPGAs , I had came across the Streamlogic , but i need some custom build for my Project.