Tag: machine learning
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Nvidia Announces a new ARM CPU and More GPUs for Deep Learning
This is a quick article to discuss what was announced at Nvidia’s GTC Keynote. There is a lot to cover, but I am only going to focus on some key topics. Gaming GPUs First, let’s talk about GPUs. There were no new gaming GPUs announced and there is no successor yet to the Ampere architecture. […]
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Is the new Nvidia RTX 3060 good for beginners in Deep Learning, and is the crypto mining ban going to help?
Based on pure specs alone, the new Geforce RTX 3060 is a brilliant budget proposition for anyone looking to get into Deep Learning. It has plenty of CUDA cores(3584) and 12GB of GDDR6 memory. With the added benefit that you can also use it for gaming too if that’s something you fancy. And finally, I […]
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How to create a Panda Dataframe from an HTML table using pandas.read_html
It is possible to use Panda Dataframes to scrape directly an HTML table from a URL. This can be incredibly useful and a quick way to extract useful data, when you are in a hurry. To see how valuable it is, let’s use a concrete example. Imagine that we want to scrape some information about […]
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Tensorflow Object Detection API – Custom Image Classification — Can I detect if a painting is a nativity painting?
Can I teach an AI model using Tensorflow Object Detection API, how to identify the theme of a painting? The only way to find out is by trying! And I think you might be surprised by the outcome of this experiment. But, I am going to narrow down my problem. I want to identify if […]
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Tensorflow 2 Object Detection API Tutorial with a GPU in Windows 10
Hello there! Today I will be completing the Tensorflow 2 Object Detection API Tutorial on my new Windows PC. I have already set up my development environment so I can already run Tensorflow 2.4 with Python 3.8 and using Anaconda. Also, I have added GPU support to Tensorflow because I have installed all the Nvidia […]
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TensorFlow Image Recognition: train your own model
TensorFlow is a powerful tool, and its image recognition model contains millions of parameters. To train a model from scratch, you will need a lot of data, but if you want to create a project, which recognizes an image with the labeling of “Molly-the dog”, rather than just “a dog”, or “Isabella wedding” rather than […]