Deep Learning

Machine Learning Projects

Google Stock Price Prediction using LSTM – with source code – easiest explanation – 2022

So guys in today’s blog we will see how we can perform Google’s stock price prediction using our Keras’ LSTMs model trained on past stocks data. So without any further due. Let’s do it… Step 1 – Importing required libraries. Step 2 – Reading our training data. Here we are reading the input train data. …

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Machine Learning Projects

Image Captioning using Deep Learning – with source code – easy explanation – 2022

So guys in today’s blog we will implement the Image Captioning project which is a very advanced project. We will use a combination of LSTMs and CNNs for this use case. So without any further due. Let’s do it… Step 1 – Importing required libraries for Image Captioning. Step 2 – Extract features from the …

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Machine Learning Projects

Generating cifar-10 fake images using Deep Convolutional Generative Adversarial Networks (DCGAN) – 2022

So guys in today’s blog we will see that how can we build some real-looking fake images, using Deep Convolutional Generative Adversarial Networks or DCGANs. GANs are basically known for their two networks, Generative network, and Discriminative network. We train our Discriminative model in such a way that it can tell us that which image …

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Machine Learning Projects

Helmet and Number Plate Detection and Recognition using YOLOv3 – interesting project – 2022

So guys in this blog we will see how we can implement Helmet and Number Plate Detection and Recognition in Python using YOLOv3 and some other Computer Vision techniques. This is a very advanced project which you can use for your college minor projects as well as major projects. So without wasting any further time. …

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Machine Learning Projects

HealthCure – an all in one medical solution – medical project – 7 disease detections – 2022

So guys here comes one of the most advanced data science medical projects that I have done till now in my whole Data Science journey. It is called HealthCure which is an all-in-one medical solution. We know the future is all about AI so here is my idea of bringing 7 disease detections under one …

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Machine Learning Projects

Invisible Man using Mask-RCNN – with source code – fun project – 2022

So guys in today’s blog we will see that how we can perform Human Segmentation using Mask R-CNN. This is a very advanced project and many things are happening under the hood. So without any further due. Let’s do it… Code for Human Segmentation using Mask-RCNN… Line 1-5 – Importing required libraries for Mask-RCNN. Line …

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Machine Learning Projects

Neural Style Transfer – with source code – easiest explanation – fun project – 2022

Who said that only humans can create beautiful artworks. In today’s blog, we will see that how a neural network application called Neural Style Transfer can create beautiful artworks which even humans can’t think of. So without any due. Let’s do it… Step 1 – Importing Libraries required for Neural Style Transfer. Step 2 – …

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Machine Learning Projects

Sudoku Solver – with source code – fun project – easiest way – 2022

So guys, in today’s blog we will see that how we can implement Sudoku Solver using Computer Vision and Image Processing techniques. So without any further due. Let’s do it… Code for Sudoku Solver… Line 1-10 – Importing libraries required for Sudoku Solver. Line 12-14 – Load mnist model and the sudoku image. Also declare …

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Machine Learning Projects

Human Segmentation using U-Net – with source code – easiest way – 2022

So guys in today’s blog we will see that how we can perform Human Segmentation using U-Net. U-Net is a very special CNN architecture that was specially made for segmentation in mainly the medical field. It is called a U-Net because of its special architecture whose shape is like U. So without any further due. …

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Machine Learning Projects

Milk Production prediction for next year using LSTM – with source code – easiest explanation – 2022

So guys in today’s blog we will implement the Milk Production prediction for the next year with the previous 13-year milk production data. We will use LSTM for this project because of the fact that the data is Sequential. So without any further due. Let’s do it… Step 1 – Importing required libraries. Step 2 …

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