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Top 10 artificial intelligence companies
The artificial intelligence industry is expected to reach $59.8 billion by 2025. With use cases in…
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Data Preprocessing
We will use the music21 toolkit (a toolkit for computer-aided musicology, MIT) to extract data from these…
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Composing Jazz Music with Deep Learning
Deep Learning is on the rise, extending its application in every field, ranging from computer…
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The YOLO (You Only Look Once) Algorithm
A better algorithm that tackles the issue of predicting accurate bounding boxes while using the…
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Object Detection
An approach to building an object detection is to first build a classifier that can…
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Introduction to Object Detection
Humans can easily detect and identify objects present in an image. The human visual system…
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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…