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Salar Ahmed's Projects

basic-image-classification icon basic-image-classification

In this project we're doing basic image classification using the MNIST dataset using neural networks, tensorflow, and keras

object-localization icon object-localization

In this project we are using Tensorflow, CNN, Keras, Conv2D. Used OpenMoji for data. Built custom metric. Multi output model predicted the class of image and localized its position. The model works with images having only a single object.

streamlit-app icon streamlit-app

We have loaded, explored, visualized and interacted with data, and generated dashboards in less than 100 lines of Python code using Streamlit and Pandas

tweet-emotion-recognition icon tweet-emotion-recognition

In this project we're using TensorFlow to create and train a Recurrent Neural Network which will be able to classify emotions in Tweets.

univariate-linear-regression icon univariate-linear-regression

Implementation of the gradient descent algorithm from scratch. Performed univariate linear regression with Numpy and Python instead of any libraries. Created data visualizations and plots using matplotlib.

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