Artificial intelligence for vision applications
- 2. ARTIFICIAL INTELLIGENCE: • Artificial Intelligence is a way of making a computer, a computer- controlled robot, or a software think intelligently, in the similar manner the intelligent humans think. • AI is accomplished by studying how human brain thinks, and how humans learn, decide, and work while trying to solve a problem, and then using the outcomes of this study as a basis of developing intelligent software and systems.
- 3. “HUMAN REACTION IS THE UNLTIMATE GOAL FOR AI”
- 8. OBJECT DETECTION: • Object detection is a computer technology related to computer vision and image processing that deals with detecting instances of semantic objects of a certain class (such as humans, buildings, or cars) in digital images and videos.
- 11. FACIAL RECOGNITION: Used for: • Identification • Surveillance • Bimetric Security
- 14. AUTONOMOUS NAVIGATION: • Used in self driving vehicles to navigate around the streets without any human intervention. • It uses cameras and sensors all around the vehicle to track and locate objects in order to navigate around them.
- 18. ADVERSARIAL LEARNING: • Machine Learning technique used to improve the result of an AI model using another malicious AI model.
- 19. Simulating future moments from an input image:
- 21. IMAGE RECOGNITION: • Image recognition, in the context of machine vision, is the ability of software to identify objects, places, people, writing and actions in images. • Computers can use machine vision technologies in combination with a camera and artificial intelligence software to achieve image recognition.
- 24. “IN THIS FIELD, AI IS PROVEN TO BE BETTER THAN HUMANS”
- 26. DEEPFAKES: • Itis an artificial intelligence-based human image synthesis technique. It is used to combine and superimpose existing images and videos onto source images or videos using a machine learning technique called a "generative adversarial network" (GAN). • The combination of the existing and source videos results in a fake video that shows a person or persons performing an action at an event that never occurred in reality.
- 27. CAPTCHA: • It is a type of challenge– response test used in computing to determine whether or not the user is human.
- 28. CONCLUSION: • In conclusion, I’d like to state that it is very exciting to see such amazing advancements in Artificial Intelligence. It is only going to get better in the future and I am personally very sure that AI will play a very vital role in our day to day lives. We will eventually depend on computers to perhaps find cancers in our bodies and help the blind to finally see the world. We must provide our avid support towards this cause.
- 29. Thank You!!!
- 30. Any Queries?