i
import cv2
import numpy as np
# Load the input image
img = cv2.imread('input.jpg') # Reads the image from file
# ---------- Rotation (45° around center) ----------
h, w = img.shape[:2] # Get image height and width
M_rot = cv2.getRotationMatrix2D((w/2, h/2), 45, 1) # Rotation matrix: center, angle, scale=1
rotated = cv2.warpAffine(img, M_rot, (w, h)) # Apply rotation
# ---------- Scaling (Down to 50%) ----------
scaled = cv2.resize(img, None, fx=0.5, fy=0.5) # fx, fy are scaling factors
#
‘Soft’ Inference: Probability
What Is Probability?
A measure PPP assigning each event AAA a number in [0,1][0,1][0,1].
Axioms:
P(∅)=0, P(Ω)=1P(\varnothing)=0,\;P(\Omega)=1P(∅)=0,P(Ω)=1
4 disjoint A,BA,BA,B, P(A∪B)=P(A)+P(B)P(A\cup B)=P(A)+P(B)P(A∪B)=P(A)+P(B)
Conditional: P(A∣B)=P(A∧B)P(B)P(A\mid B)=\frac{P(A\land B)}{P(B)}P(A∣B)=P(B)P(A∧B)
Bayesian Inference
Bayes’ Rule:
P(H∣E)=P(E∣H) P(H)P(E) P(H\mid E)=\frac{P(E\mid H)\,P(H)}{P(E)}P(H∣E)Organisational change" in simple terms means a company or group changing the way it works. This could be:
Changing how people do their jobs
Bringing in new technology
Changing the structure of teams or leadership
Starting new goals or ways of thinking
The aim is usually to improve the organisation, keep up with the times, or solve problems.t happens when a business wants to improve, grow, solve problems, or respond to something new (like new laws, customer needs, or technology).New ways
...You use ED when you are talking about People/ Subject. You use ING when you are talking about a Situation/Object E: I'm Bored (ED) This situation is boring. (ING) They are boring me to death. (Is a situation because is afeet another person) Models of Speculation – Presente (Must = certeza → She must be tired.) (May / Might / Could = possibilidade → He might be at home.) (Can’t / Cannot = certeza negativa→ That can’t be true.) ( Passado (Modal + have + past participle) (Must have =
?.let {}: Kotlin null-safe scope function. Prevents crashes if object is null; not a security check.
getCallingPackage(): Identifies the app that sent an intent. Use this to verify intent source.
checkCallingOrSelfPermission(): Checks if permission is declared. Does not verify actual identity of sender.
resolveActivity(intent, 0): Checks if the intent can be handled. Prevents app crash, but not a security check.
putExtra() / getStringExtra(
The Constituent Assembly Debates (CAD) of India, spanning from 1946 to 1950, represent a foundational moment in the creation of the Indian Constitution. These debates, involving figures like B.R. Ambedkar and Jawaharlal Nehru, have become a crucial interpretive resource for courts, scholars, and legislators seeking to understand the intent and philosophy underlying
Hi, I'm Navneeth, a final-year Computer Science Engineering student. I have a strong interest in full stack development and machine learning. During my academic journey, I completed an internship where I worked on [brief description of your role—e.g., building web applications, working with data, or contributing to a live project]. It gave me hands-on experience with tools like Flask, React, and version control systems like Git.
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