ACV dsCSE

Q1. Explain the concept of image representation and image processing in Computer Vision

In computer vision, image representation is the method of converting a real-world scene into a digital format that a computer can understand and process. A digital image is represented as a two-dimensional function f(x,y)f(x,y)f(x,y), where xxx and yyy denote spatial coordinates and fff represents the intensity value at that location. In grayscale images, each pixel stores a single intensity value, whereas in

...

See on Student Notes »

Huyi87uu

UNIT I (b): Transportation, Deposition & Lithification(Sedimentary Petrology – CC VI)1. Recap (Background concepts)Before understanding transportation and deposition, we must recall what happens before sediments move:-1.1 Sedimentary rocks-Formed by accumulation, deposition, and lithification of sediments.-Cover ~75% of Earth’s surface.-1.2 Weathering-Weathering is the breakdown of rocks in situ.(a) Physical weathering-Mechanical disintegration-No chemical change-Produces clastic sediments-

...

See on Student Notes »

scienze 290126

Schrödinger 2

Schrödinger arriva alla stessa conclusione di Heisenberg ma con uno strumento molto più complicato. Secondo lui gli elettroni non occupano delle orbite prestabilite intorno al nucleo, l’elettrone non può essere trattato con le leggi della fisica classica: non si può descrivere il moto di un atomo come quello di una macchina. Bisogna usare formule più difficili, con lui nasce la meccanica quantistica, cioè la fisica dell’atomo, con la quale si calcola la probabilita maggiore

...

See on Wikiteka »

ACV

Q. Explain the multi-stage architecture of Fast R-CNN and how it improves upon R-CNN.  

Definition:   Region-based Convolutional Neural Network 
Fast R-CNN is an object detection algorithm that improves R-CNN by using a single CNN and a multi-stage training architecture for faster and more accurate detection.

Multi-stage Architecture of Fast R-CNN

Fast R-CNN works in the following stages:

Input Image
– The whole image is given as input once.

Shared Convolutional Layers
– A single CNN extracts

...

See on Student Notes »

zagrożenia\

1. Zagrożenia cywilizacyjne Negatywne skutki rozwoju cywilizacji i postępu techniczno-społecznego, wpływające na zdrowie, środowisko i relacje społeczne (np. choroby cywilizacyjne, stres, uzależnienia, degradacja środowiska). 2. Ogniskowanie zagrożeń Biosfera – środowisko życia człowieka: powietrze, woda, gleba, organizmy żywe. 3. Uzależnienia (alkohol) Uzależnienie – przymus psychiczny i/lub fizyczny zażywania substancji. Fazy alkoholizmu: wstępna – wzrost
...

See on Wikiteka »

Exam N

Unit 3a

SEDIMENTARY STRUCTURES

Definition

Sedimentary structures are physical features formed during or just after deposition of sediments.

They give information about:

Depositional environment

Direction of current

Energy conditions

Younging direction of strata

1. Bedding

Bedding refers to layering in sedimentary rocks.

Each layer is called a bed.

Beds form when one layer of sediment is deposited over another.

Bedding planes separate beds of different composition, texture or color.

Thickness of

...

See on Student Notes »

Notesssss

1. Sedimentary Basins-A sedimentary basin is a low-lying area of the Earth’s crust It undergoes subsidence and accumulates sediments over geological time

Sediments may be clastic, chemical or biogenic

Basins preserve information about tectonics, climate, provenance and resources

2. Physiography of India and Basin Settings

India shows diverse physiographic divisions

Major units:Himalayan orogenic belt,Indo-Gangetic plain

Peninsular craton,Coastal plains,Continental shelf and deep sea

Basin formation

...

See on Student Notes »

Isha semestar

(a) Why is Krumbein’s logarithmic transformation necessary? Grain size data are not normally distributed but are skewed. Krumbein introduced the phi (φ) scale to convert grain size into a logarithmic form. φ = −log₂ (grain diameter in mm). This transformation simplifies statistical analysis of sediments. It helps in easy comparison of grain size parameters like mean, sorting, skewness, and kurtosis.

(b) How are sediments transported by rivers?

Sediments are transported by rivers in four

...

See on Student Notes »

Exam Notes

Processes of Formation of Sedimentary Rocks

Sedimentary rocks are formed by a series of interrelated processes operating at or near the Earth’s surface. These processes can be broadly divided into five main stages:

1. Weathering

Weathering is the breakdown of pre-existing rocks at the Earth’s surface by physical, chemical, and biological processes.

Physical weathering disintegrates rocks without changing composition.

Chemical weathering alters minerals through reactions such as oxidation, hydration,

...

See on Student Notes »