ESP-DL provides APIs for Neural Network (NN) Inference, Image Processing, Math Operations and Deep Learning Models. With ESP-DL, developers can use Espressif's SoCs for neural network inference easily and quickly. Thus far, our data show that, in comparison to ESP32, when ESP-DL runs on ESP32-S3 the acceleration of a 16-bit detection model is increased by 4.5 times, or 6.25 times in the case of a face recognition model. In addition, the 8-bit face recognition model is 2.5 times faster than the 16-bit model on ESP32-S3. Furthermore, we offer a tool that can help developers make their own model compatible with
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