We have been learning programming and AI since the beginning of this website. Now, we are excited to explore the world of generative AI art using the Stable Diffusion WebUI. This innovative web interface provides us with a simple and efficient way to generate AI art. In one of our previous posts, we experimented with …
Easy Guide for Beginner: Learn how to use Stable Diffusion WebUI – Part 1 Read More »
From our Part 1 of NLP and Python topic, we talked about word pre-processing for a machine to handle words. This time, we are going to talk about building a model for a machine to classify words. We learned to use CNN to classify images in past. Then we use another neural network, Recurrent Neural …
RNN (Recurrent Neural Network) in NLP and Python – Part 2 Read More »
We have handled text in machine learning using TFIDF. And we can use it to build word cloud for analytic purpose. But is it the capability of a machine can do on text? Definitely not, as we just haven’t let machine to “learn” about text yet. TFIDF is a statistics process, while we want a …
So far, we have entered several Kaggle’s machine learning competitions. Most of the time, we use Kaggle’s free kernel to solve the puzzles. From the Deal Probability Prediction challenge, we reached the limit of Kaggle’s kernel — the 17 GB RAM limit, while we were training our model. When we added more training data or …
AWS Tutorial: Deep Learning on Amazon Web Services Read More »
On last post, we tried our image recognition project with handwritten digits. We used a Convolutional Neural Network (CNN) to train our machine and it did pretty well with 99.47% accuracy. We learnt how a CNN works by actually implementing a model. Today, we move one step further to learn more about the CNN, let’s visualize …
On our data science journey, we have solved classification and regression problems. What’s next? There is one popular machine learning territory we have not set feet on yet — the image recognition. But now the wait is over, in this post we are going to teach our machine to recognize images by using Convolutional Neural …
Python Image Recognizer with Convolutional Neural Network Read More »
