Posted inAdvanced
Composing Jazz Music with Deep Learning
Deep Learning is on the rise, extending its application in every field, ranging from computer…
Posted inAdvanced
The YOLO (You Only Look Once) Algorithm
A better algorithm that tackles the issue of predicting accurate bounding boxes while using the…
Posted inAdvanced
Object Detection
An approach to building an object detection is to first build a classifier that can…
Posted inAdvanced
Introduction to Object Detection
Humans can easily detect and identify objects present in an image. The human visual system…
Posted inAdvanced
Object detection for self-driving cars – Part 5
Object Detection on Sample Test Image We will use the trained model to predict the…
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Object detection for self-driving cars – Part 4
Tackling Multiple Detection Threshold Filtering The YOLO object detection algorithm will predict multiple overlapping bounding…
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Object detection for self-driving cars – Part 3
Model Architecture The YOLO model has the following architecture (see Fig 3). The network has…
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Object detection for self-driving cars – Part 2
Defining the Model Instead of building the model from scratch, we will be using a…
Posted inAdvanced
Object detection for self-driving cars – Part 1
Data Preprocessing Before, we get into building the various components of the object detection model,…
Posted inBasics
Natural Language Processing
· Natural Language Processing (NLP) is the branch of Artificial Intelligence and Computational Linguistics and helps in…