IEEE

High-Precision Binary Object Detector Based on a BSF-XNOR Convolutional Layer

Abstract: Recently, building an efficient and robust model for object detection has attracted the attention of the vision community. Although binary networks have a fast inference speed, they cannot ...
GitHub

MCP tool JSON serialization lacks ensure_ascii=False, degrades LLM performance for Japanese text

In the MCP tool implementation (autogen_ext/tools/mcp/_base.py), JSON serialization does not set ensure_ascii=False. This causes all non-ASCII characters, including ...
IEEE

Cellular Binary Neural Network for Accurate Image Classification and Semantic Segmentation

Abstract: This paper presents the Cellular Binary Neural Network (CBNN), which is an efficient deep neural network with binary weights and activations. To address the challenge of performance drop ...
GitHub

An open-source tool for creating plain text animations in the style of ASCII art

The original intent behind this tool was to generate plain text/ASCII art animations for web design projects. It works by tracing an image sequence into an array of strings that are rendered as pre ...