A computer vision system for oocyte counting using images captured by smartphone

This work proposes a computer vision procedure for counting Twospot astyanax (Astyanax bimaculatus) oocytes in Petri dishes using images captured by smartphone. First, the proposed procedure uses simple linear iterative clustering (SLIC) to divide the images into groups of pixels (superpixels). Then, based on their color and space characteristics, the images are classified into light background, dark background, dirt, or oocyte by a machine learning algorithm. Five different types of machine learning algorithms were tested: support vector machines (SVM), decision trees using the algorithm J48 and random forest, k-nearest neighbors (k-NN), and Naive Bayes. To train the algorithms, 8.578 superpixels were classified by an expert into oocyte (n = 354), dirtiness (n = 651), dark background (n = 3.622), and light background (n = 3.951). Of the five learning algorithms, SVM obtained the best result with 97% correct oocyte recognition. Given the wide availability of smartphones, we therefore conclude that the presented procedure can be a valuable tool in future experiments and studies on fertilization and hatching success in Twospot astyanax.     

自动车床工序调整卡的计算机辅助设计

“经验式”和“创成式”是计算机辅助工艺过程设计的两种基本的技术方法.后一种技术方法虽然还不够成熟,但它在CAPP系统的设计与实现上具有很多的优势.描述了计算机辅助设计在自动车床加工中的一些应用,它涉及到工艺方案的制定和加工工序的安排.另外,它描述了一些特有的计算机算法和编程原理.     

通关藤提取工艺的优化

[目的]优化通关藤的提取工艺条件.[方法]通过考察通关藤提取工艺中的乙醇浓度、料液比、提取时间、提取次数对出膏率的影响,设计正交试验,以出膏率为评价指标,优选出较为合理的提取工艺条件.[结果]当乙醇浓度为70％、料液比为1∶20、提取时间为90 min、提取次数为2次时,通关藤的出膏率最高.[结论]优选通关藤提取工艺节能高效,具有较强的可操作性,适用于工业化大生产.     

“四全”育人夯实立德树人德育基础——以苏州工业职业技术学院为例

随着社会发展的推动和各种思想文化的交流、交融与交锋,给高职院校的思想政治教育工作带来前所未有的挑战。苏州工业职业技术学院积极探索实践"全员、全程、全方位、全心全意"育人的德育体系,在立德树人背景下,以踏实、务实、求实的作风不断夯实德育基础,努力开创"责任到人,纵向到底,横向到边"的德育工作局面。     

糯玉米新品种河糯612的选育及高产栽培技术

河糯612是以自交系 HN601作为父本，与自主选择自交系 HN16作为母本，经杂交选育而成的糯玉米杂交种，于2018年5月30日通过广西壮族自治区农作物品种审定委员会审定。河糯612幼苗长势旺盛、整齐，植株穗位、株高较为整齐，果穗均匀、穗长较长，结实好，行排列整齐，行间紧致，出籽率比较高，色泽好。可在广西全区种植。     

现代机械制造工艺与精密加工技术探析

社会主义市场经济逐年发展，各行各业都在不断成长，机械制造工业也有了较大的发展，现代机械制造工艺的运用渐渐成熟。但是我国的机械制造基础比较薄弱，现代机械制造工艺与精密加工技术都需要深层的研究和实践。文章阐述了现代机械制造工艺和精密加工技术的基本情况，并分析了它们的特点，希望能够以此对现代机械制造工艺与精密加工技术有个明晰的介绍。     

常利率通货膨胀下有扰动的双复合Poisson-Geometric过程的两险种风险模型

考虑常利率及通货膨胀下有扰动的双复合Poisson-Geometric过程的两险种风险模型,运用鞅方法得到破产概率满足的Lundberg不等式和一般公式,当保费和索赔服从指数分布和混合指数分布时,得到破产概率的精确表达式。     

层次分析法在庆阳市行道树选择中的应用

结合庆阳市立地条件与能源化工基地建设,运用层次分析法构建了庆阳市行道树综合评价体系,进行定性与定量相结合评价。评价结果表明,在庆阳市行道树的选择中以生态效益较好的法国梧桐、臭椿、银杏、国槐、桑树等为主,以常绿针叶树种侧柏、刺柏等为辅。     

Effect of the particle size on the ammonia removal rate and the bacterial community composition of bioflocs

The total ammonia nitrogen (TAN) removal efficiency and bacterial community composition of bioflocs with <50-μm particle size, > 50-μm particle size and un-sieved bioflocs were investigated in the current study. The initial ratio of dissolved organic carbon to TAN (DOC/TAN) in the three groups were about 14:1. No significant difference was found in the removal rate of TAN, average concentrations of TAN and nitrite nitrogen among the three groups (P > 0.05). The C/N (w/w) ratio of the > 50-μm bioflocs was significantly higher than those of the other groups. No significant differences were found in the crude protein content in the bioflocs among the three groups. The development of the bacterial community compositions of the bioflocs was analyzed by Illumina MiSeq sequencing analyses. Most OTUs were shared among the three groups at all the sampled time points. With the increase in the relative abundance of phylum Firmicutes, that of phylum Proteobacteria, Chorolexi, and Bacteroidetes decreased in all the three groups. The phylum Firmicutes and genus Bacillus were predominant in all the sampled time points. At the end of the experiment, genus Bacillus accounted for 81% in the < 50-μm group, 82% in the > 50-μm group, and 75% in the un-sieved group.