Siruganur ,Trichy Abstract – Modern car insurance industries waste a lot of resources due to claim leakages, which determines the amount they pay. Currently,visual Inspections and Validations are done manually,which can delay the claim processes.Previous study have shown that classifying images is possible with a small data set,by transferring and re purposing knowledge from models trained for a different task. Our goal is to build a Car Damage classifier using a deep learning model that is able to detect the different damage types and give an accurate depiction given a car image. However, due to the limiting set of data, it can be result in being a determining factor.Training a Convolutional Network from scratch (with random initialization) is difficult because it is relatively rare to have a large enough dataset.In this project we explore the problem of classifying images containing damaged cars to try and assess the monetary value of the damage. Because of the nature of this problem,classifying this data may prove to be a difficult task since no standardized dataset exists and some of the clases utilized might not be discriminative enough. Utilizing a pretrained YOLOv8 model,we trained a classifier in order to categorize the dataset,testing 3 different cases: damaged or not (damage vs whole),damage location (front vs rear vs side),damage level (minor vs moderate vs severe). Index Terms - YOLO model,CNN
Figure 1: Depiction of a sodium chloride (NaCl) compound (rock salt)......................................................16 Figure 2: Annual chloride contributions from major sources in the State of Minnesota...........................16 Figure 3: Water and teaspoon salt...................................................................................................................18 Figure 4: Chloride levels in streams (left) and lakes (right) in Minnesota and Wisconsin.........................18 Figure 5: Decadal Change in Groundwater Quality, USGS, n.d.a...............................................................19 Figure 6: Estimates of costs in dollars per tons for damage caused by road salt (Fortin, 2014).............20 Figure 7: Salt damaged guardrail.....................................................................................................................20 Figure 8: How salts form chemical cocktails Kaushal et Al.
An ancient plant grown in the Tibetan Plateau Contains a unique combination of polyphenols, proanthocyanidins, and bioflavonoids, that provide extensive health benefits It offers a dual mechanism to help slow down the aging process by protect and repair mechanism The proanthocyanidins from sea buckthorn protect cells from oxidative damages that causes aging It triggers stem cell release and increases the number of circulating stem cells in the blood circulation These stem cells have the potential to transform into other more specialized cells, helping to repair damaged tissues and organs in our body Enhances collagen production, promotes collagen cross-linking and protects the skin from sunburn and photoaging Provides cardiovascular benefits lowers LDL, serum Triglyceride, increases HDL and promotes vascular repairing 5 times在保护眼睛免受可见光引起的视网膜变性
Gelled and metallized fuels are a class of thixotropic (shear thinning) fuels which improved the performance of rocket and airbreathing systems in several ways: increased rocket specific impulse, increased fuel density, reduced spill radius in an accidental spill, lower volatility during low pressure accidental propellant fires, reduced fuel sloshing, and lower leak potential from damaged fuel tanks (due to higher propellant粘度)。由于所有这些原因,军事系统都寻求凝胶燃料。NASA系统已经通过分析和实验性地研究了燃料燃料,用于月球和火星任务,上阶段,行星际机器人任务和启动车辆应用。提高燃油密度和提高发动机的特定冲动是主要好处。导弹飞行测试,1999年,2001年,具有可刺激的推进剂:氧化剂抑制红色的烟雾硝酸,燃料的胶凝mmh/碳胶合。
需要更换零件的损坏:当存在以下一种或多种情况时,考虑更换整个零件。• 复杂部件外部损坏时• 周围结构或可达性使维修不切实际时。• 损坏的部件相对容易更换时• 完好无损且配件损坏超出限度可以忽略不计时。钣金修复的基本原则:
对医疗保健服务提供和设施的影响•在马达加斯加,马拉维和莫桑比克摧毁或洪水的300多个医疗机构在飓风弗雷迪•巴基斯坦10%的医疗机构中有10%的医疗机构在2022年洪水期间损坏或破坏了。•11个结核病实验室,社区诊所和医疗机构淹没了,导致最近2024年孟加拉国洪水严重破坏卫生服务。•今年肯尼亚洪水受到了63次卫生设施的影响。•越南的超级台风Yagi损害了550多个医疗机构。•尼泊尔的洪水损害了62个医疗机构(三级医院和健康职位)
• 没有支持会合导航的反射器/LED/标记 • 没有专用的对接端口/捕获环等。 • 无法与物体通信 • 关于目标的信息很少(没有详细的几何模型) • 最终损坏的物体(损坏的卫星、碎片) • 在低地球轨道 (LEO) 中:服务人员和地面之间没有永久联系 需要机载自主权! • 在地球同步轨道 (GEO) 中:地面和太空之间有几秒钟的时间延迟