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Road Damage Detection and Health Report Generation​

Thesis Info

Author

Muhammad Salman Abbasi

Institute

Habib University

Institute Type

Private

City

Karachi

Province

Sindh

Country

Pakistan

Thesis Completing Year

2019

Thesis Completion Status

Completed

Subject

Engineering

Language

English

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676724380898

Similar


The aim is to automate the process of manual health inspection and report generation of roads in Karachi. A device attached to a moving vehicle that captures geo tagged images of the road and sends them to the cloud. The data is passed through a Convolutional Neural Network based detector that detects and classifies the road damage into five categories (i.e. line cracks, potholes, alligator cracks, raveling and no damage). After the damages are detected, they are displayed on a map. A GUI is created that allows report generation of a selected road. It also gives the road priority for repair based on the area selected. ​
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بناوٹ اور مکاری

چیزوں کو چھپانا محض کمزور قسم کی پالیسی اور عقل ہے ۔ جبکہ مضبوط عقل اور طاقتور دل رکھنے والے جانتے ہیں کہ کب سچ بولنا ہے اوروہ واقعتاً ایسا کرتے ہیں ۔اس لیے یہ کمزور قسم کے سیاست دان ہیں جو اپنی سیاسی طاقت کو چھپارکھتے ہیں ۔ (Tacitus) کہتا ہے کہ (Livia) اپنے خاوند کی فن کاریوں اور بیٹے کی(Simulation)سے اچھی طرح متفق تھی ۔ Simulationکے فن کو Augustusاور Dissimulation کو Tiberiusسے منسوب کیا جات ہے۔ اور دوبارہ جب Mucianusنے Vitelliusکے خلاف بغاوت میں Vespasianکی مدد کی، وہ کہتا ہے کہ ہم Augustusکی باریک بینی اورTibrerius کی رازداری کے خلاف بغاوت نہیں کرتے، آئین جہانبانی اور مکاری یا راز داری وہ خوبیاں ہیں جو کہ بلا شبہ عادات اور صلاحیتوں کو نمایاں کرتی ہیں۔ اگر آدمی میں فہم و فراست کی طاقت ہے کہ وہ چیزوں کی حقیقت کو نیچے تک دیکھنے کی صلاحیت رکھتا ہے، جیسا کہ وہ سمجھ سکتا ہے کہ کونسی چیزوں کو واضح بیان کرنا ہے اور کیا راز میں رکھنا ہے۔ اور کس کو اور کب کیا آدھا بیان کرنا ہے اور آدھا چھپا کر رکھنا ہے۔ جیسا کہTacitus ان کو حکومت کے فن اور عام روزمرہ زندگی کے معاملات کی مہارتیں کہتا ہے۔ مکاری اس کی عادات کے لیے ایک رکاوٹ اور کمزوری تھی ۔ اگر آدمی سمجھ بوجھ کی طاقت حاصل نہیں کر سکتا تو اسے راز داری یا چیزوں کے چھپانے کو عام طور پر ترک کر دینا چاہیے ۔ جہاں آدمی انتخاب نہیں کر سکتا یا اپنے آپ کو حالات کے مطابق نہیں ڈھال سکتا تو اسے چاہیے کہ اپنے آپ کو محفوظ راستے پر ڈال دے ۔ اس آدمی کی طرح آہستہ آہستہ چلے جود دیکھ نہیں سکتا یقیناً قابل آدمی ہمیشہ اپنے معاملات میں صاف گوئی سے کام لیتے ہیں اور صاف گوئی میں...

THE EFFECT OF TECHNOLOGY RESOURCES ON COLLEGE SOPHOMORES' READING HABITS IN ILOCOS SUR POLYTECHNIC STATE COLLEGE PHILIPPINES

Imbibing reading habits is an essential skill necessary in the acquisition of knowledge, which is highly demanding in the life of every student in the academic environment. However, as modern technological resources keep on advancing, the reading habits of students are also changing with reading on screen. This study examined the reading habits of college sophomore students as affected by technological resources. The survey instruments, distributed to 254 college sophomore students at the Ilocos Sur Polytechnic State College, allowed the respondents to assess their reading habits in terms of reading hours, reading purposes, reading content, and reading attitude, with the technological resources as their tool. The data gathered in the study was analyzed statistically using the simple frequency count and percentage, mean, and Pearson correlation. The findings revealed that the college sophomores achieved an average level in their English subjects. In addition, it was found that the technology resources were moderately adequate to be used for reading among the college sophomores. Despite this, the results still showed that college sophomore students spent 2-3 hours a day reading, primarily in preparation for their exams. In addition, they read the available reading content moderately often, and they perceive a positive attitude towards the use of technological resources for reading. Furthermore, it was revealed that there is a significant relationship between reading habits and academic achievements. The study's findings will be used to improve instructional approaches and to launch e-reading initiatives in colleges.

Fabrication and Characterization of Graphene Based Nanocomposite Thin Film Electronic Devices

Organic nanostructured materials have been extensively studied and have potential applications in the field of nanotechnology and nanoelectronics. Due to the weak bonding between their molecules, these materials are either semiconductors or insulators and therefore have wide applications in sensors and optoelectronic devices. Cost effective production can be achieved using simple deposition techniques for the device fabrication based on these materials. In this present research work we report the characterization of graphene and its nanocomposite based thin films and their fabrication in surface-type humidity, gas, pressure, temperature sensors and rectifying Schottky junctions. Graphene (G), graphene/silver nanoparticles (G-AgNps) and graphene/silver nanoparticles/PMMA (G-AgNps-PMMA) nanocomposites were synthesized and investigated as active layer in multifunctional sensors and Schottky junctions. 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