Advanced
Introduction to Object Detection
Humans can easily detect and identify objects present in an image. The human visual system is fast and…
July 15, 2021 · Rajil TLAuthor: Rajil TL
Rajil TL is a SenseCentral contributor focused on tech, apps, tools, and product-building insights. He writes practical content for creators, founders, and learners—covering workflows, software strategies, and real-world implementation tips. His style is direct, structured, and action-oriented, often turning complex ideas into step-by-step guidance. He’s passionate about building useful digital products and sharing what works.
Advanced
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…
July 15, 2021 · Rajil TL
Advanced
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…
July 15, 2021 · Rajil TLAdvanced
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…
July 15, 2021 · Rajil TLAdvanced
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…
July 15, 2021 · Rajil TLAdvanced
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…
July 15, 2021 · Rajil TLBasics
Natural Language Processing
· Natural Language Processing (NLP) is the branch of Artificial Intelligence and Computational Linguistics and helps in interaction between the…
July 15, 2021 · Rajil TLBasics
Reasoning Under Uncertainty in AI
· In a reasoning system, there are several types of uncertainty. · Reasoning under uncertainty research in AI is focused…
July 15, 2021 · Rajil TLBasics
First Order Logic
· The prepositional logic only deals with the facts, that may be true or false. · The first order logic…
July 15, 2021 · Rajil TLBasics
Logic Representation
Facts are the general statements that may be either True or False. Thus, logic can be used to…
July 15, 2021 · Rajil TL