Advanced 4 min read
Object Detection
An approach to building an object detection is to first build a classifier that can classify closely cropped images of…
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Advanced 3 min read
Introduction to Object Detection
Humans can easily detect and identify objects present in an image. The human visual system is fast and accurate and…
Advanced 1 min read
Object detection for self-driving cars – Part 5
Object Detection on Sample Test Image We will use the trained model to predict the respective classes and the corresponding…
Advanced 4 min read
Object detection for self-driving cars – Part 4
Tackling Multiple Detection Threshold Filtering The YOLO object detection algorithm will predict multiple overlapping bounding boxes for a given image.…
Advanced 1 min read
Object detection for self-driving cars – Part 3
Model Architecture The YOLO model has the following architecture (see Fig 3). The network has 24 convolutional layers followed by…
Advanced 3 min read
Object detection for self-driving cars – Part 2
Defining the Model Instead of building the model from scratch, we will be using a pre-trained network and applying transfer…
Advanced 2 min read
Object detection for self-driving cars – Part 1
Data Preprocessing Before, we get into building the various components of the object detection model, we will perform some preprocessing…
Basics 1 min read
Natural Language Processing
· Natural Language Processing (NLP) is the branch of Artificial Intelligence and Computational Linguistics and helps in interaction between the computer and…
Basics 1 min read
Reasoning Under Uncertainty in AI
· In a reasoning system, there are several types of uncertainty. · Reasoning under uncertainty research in AI is focused on uncertainty…
Basics 2 min read
First Order Logic
· The prepositional logic only deals with the facts, that may be true or false. · The first order logic assumes that…
Basics 3 min read
Logic Representation
Facts are the general statements that may be either True or False. Thus, logic can be used to represent such…
Basics 4 min read
What is Knowledge Representation?
· Artificial intelligence is a system that is concerned with the study of understanding, designing and implementing the ways, associated with knowledge representation…