猪过栏检测

识别指定区域内生猪进行出栏和进栏数量统计. 精度对应场景或者限制条件 1）场景限定：室内生猪养殖场 2）图片分辨率：1080p 3）设备/镜头：支持RGB可见光识别和清晰可见条件下的红外识别 4) 识别对象尺寸：1080P分辨率下目标大小大于100*100像素点；遮挡面积小于1/3； 6）识别的种类：黑色、棕色和白色.This dataset is designed to count the quantity of pigs being shipped out for slaughter and those entering the breeding pens within designated areas. The scenario constraints and accuracy prerequisites are as follows: 1. Scene restriction: Indoor pig farms 2. Image resolution requirement: 1080p 3. Supported equipment/lens: Supports RGB visible light recognition and infrared recognition under clearly visible conditions 4. Target size requirements (at 1080p resolution): The target shall have a pixel size larger than 100×100, with an occlusion area less than 1/3 of the total target area; 6. Recognizable pig coat colors: Black, brown and white.

搜集汇总

背景与挑战

背景概述

该数据集是一个用于室内生猪养殖场的猪过栏检测算法模型，支持RGB可见光和红外识别，能统计生猪的出栏和进栏数量，适用于特定分辨率和对象尺寸条件下的黑色、棕色和白色生猪识别。