AI Geek Programmer Blog
Machine learning, computer vision, deep learning and artificial intelligence engineering.
Data preparation with Dataset and DataLoader in Pytorch
- AI Geek Programmer
- MACHINE LEARNING
- 3 September 2021
How to use Dataset and DataLoader classes to prepare data for machine learning in PyTorch
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YOLO fast object detection and classification
- AI Geek Programmer
- COMPUTER VISION
- 4 June 2021
YOLO fast object detection and classification. Brief introduction to the YOLO algorithm plus installation tips for Ubuntu.
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Artificial intelligence and blockchain
- AI Geek Programmer
- ML & BLOCKCHAIN
- 14 November 2020
Artificial intelligence and blockchain are potentially an explosive mix. Both are changing our world of tomorrow. I check if they can do it together.
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Artificial intelligence - a few key concepts
- AI Geek Programmer
- MACHINE LEARNING
- 25 August 2020
This article is for everyone who needs to organize some key concepts in the field of artificial intelligence and machine learning. Read on!
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k-nearest neighbors for handwriting recognition
- AI Geek Programmer
- COMPUTER VISION
- 18 May 2020
Not only simple and efficient, but working extremely well in surprisingly many areas of application. K-nearest neighbors - can it handle handwriting?
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Anaconda cron on Amazon Linux
- AI Geek Programmer
- MACHINE LEARNING
- 14 March 2020
Running Python as a cron in the Amazon Linux environment - a simple recipe how to configure anaconda cron quickly on amazon linux AWS
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- machine learning
- artificial intelligence
- deep learning
- shape recognition
- python
- keras
- convolutional neural networks
- numpy
- cifar10
- convnets
- tensorflow
- ai
- overfitting
- anaconda
- mnist
- pytorch
- data augmentation
- development environment
- dropout
- GPU
- nlp
- scikit-learn
- transformer architecture
- batch normalization
- blockchain
- digits dataset
- google colab
- huggingface
- internal covariate shift
- k-nn