Movie rating Prediction(IMDB) using NLP

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In this Project we will be using NLP to predict Movie rating with machine learning approaches to build a machine learning model.

Toxic Comment Classifier using NLP

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In this project we will be creating a classifier model that can predict if input text is inappropriate or not. Exploring the effectiveness of multiple machine learning approaches and select the best model and tune the parameters to maximize performance.

Face Swapping Using Deep Learning

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In this project, we will be using open CV and DLIB to extract the faces of human beings from a given image. We will use a pre-trained model to extract landmarks from the faces. We will take a source image and a destination image and replace the face of the destination image with a source image.

Counting & Detecting Vehicles

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In this project, we will be working on detecting and counting the number of vehicles in a given image or a video. We will be using open CV for image processing and a new thing, HAAR cascade, which is used for object detection. We can also create our own customized HAAR cascade classifier. You can create your own casket classifier.

Plant Disease Prediction

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In this project, we will create a convolution neural network that will be able to predict whether a plant is suffering from a disease. We will use different layers and other hyperparameters for building, training, and testing this classification model. we will be using TensorFlow and Keras for this project.

Covid-19 Analysis

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In this project we will analyze the COVID-19 cases using Data Science.

Traffic Sign Classification

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In this project, we will use a convolution neural network to build, train and test a sign classification model. We will build this model using tensor flow and keras. It is a multiclass classification problem. This model can be used for smarter cars. After this project, you'll be able to create a multiclass classification model using Deep Learning.

Image Watermarking

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In this project, we will see how we can add a watermark to an image. Adding a watermark works as copyright for your image so that no one else can illegally use your image or document. We will use an open CV for this project to add a logo as well as text as a watermark on different images.

DOG Breed Prediction

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In this project, we will see how to use keras and tensorflow to build, train, and test a convolutional neural networks capable of identifying the breed of a dog in a given image. This is a supervisied learning problem, specifically a multiclass classification problem.