Hosted on MSN

How to Make Laser Cut Maps for Beginners Using the xTool D1 Pro

For my first laser project, I decided to make a custom engraved map using the xTool D1 Pro. In this video, I walk through everything — from creating the map files to cutting, engraving, and final ...
Hosted on MSN

Woodturning - The water bottle - Awesome idea to re-use plastic

In this woodturning project, I transform a discarded plastic water bottle into a unique and functional piece. Mike Johnson scrambles to pass Pentagon bill as GOP ranks seethe With the penny going away ...
GitHub

esp_nn_conv_s8_esp32s3 returns unespected values

The esp-nn optimized convolution functions are producing incorrect outputs, leading to a significant drop in model accuracy from 92% to below 70%. When using the standard ANSI C implementation, the ...
GitHub

Performance Regression: PTQ-INT8 Quantization for nn.Conv2d with parameter groups > 1 is Slower than FP16

I am encountering a significant performance regression when performing Post-Training Quantization (PTQ) on a PyTorch nn.Conv2d layer where the groups parameter is greater than 1. Specifically, after ...
IEEE

A Novel Dilated Convolution Light Weight Neural Network (DCLW-NN) for the Classification of Breast Thermograms

Abstract: Breast cancer poses lots of challenges in the medical fraternity worldwide. Hence, it requires early diagnosis to treat the affected people. In this paper, we have presented a novel Dilated ...
eeworldonline

How to use convolution to implement filters: part 3

A windowed sinc filter outperforms a moving-average filter in the frequency domain. Figure 1. The ideal filter X(f) in the frequency domain has a gain of 1 and a cutoff frequency fC. This result is in ...
eeworldonline

How to use convolution to implement filters: part 1

Convolution is used in a variety of signal-processing applications, including time-domain-waveform filtering. In a recent series on the inverse fast Fourier transform (FFT), we concluded with a ...
Scientific Research Publishing

Timilsina, S., Aryal, J. and Kirkpatrick, J.B. (2020) Mapping Urban Tree Cover Changes Using Object-Based Convolution Neural Network (OB-CNN). Remote Sensing, 12, Article 3017.

ABSTRACT: A distinctive feature of scholarly communities today is exploring topics and concepts in interdisciplinary and international contexts. This observation is increasingly apparent and visible ...