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Adventures in Machine Learning – Get ready for your machine learning adventures
PPO Proximal Policy Optimization reinforcement learning in TensorFlow 2 March 29, 2021 In previous posts (here and here), I have been covering policy gradient-based reinforcement learning methods. In this post, I will continue the series by covering another pseudo-policy gradient based method called Proximal Policy Optimization (PPO).… Read More »PPO Proximal...
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Blog | DLology
Accelerated Deep Learning inference from your browser Posted by: Chengwei in deep learning, edge computing 2 years ago read more / Comments How to run SSD Mobilenet V2 object detection on Jetson Nano at 20+ FPS Posted by: Chengwei in deep learning, edge computing, tensorflow 2 years, 6 months ago...
Survival Strategies for the Robot Rebellion
Joseph Chet Redmon Welcome to my website! I am a graduate student advised by Ali Farhadi. I work on computer vision. I maintain the Darknet Neural Network Framework, a primer on tactics in Coq, occasionally work on research, and try to stay off twitter. Outside of computer science, I enjoy...
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June 26, 2022 PyTorch Confusion Matrix for multi-class image classification PyTorchadmin Confusion matrix lets us see not only where the model was wrong, but also how it was wrong. That is, we can look at patterns of misclassification. For example, our model had an easy time differentiating ‘truck and dog’,...
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Welcome to Arun Ponnusamy's Blog
Preparing Custom Dataset for Training YOLO Object Detector 06 Oct 2019 Arun Ponnusamy In an earlier post, we saw how to use a pre-trained YOLO model with OpenCV and Python to detect objects present in an image. (also known as running 'inference') As the word 'pre-trained' implies, the network has...