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pragyanaischool's Projects

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Simple, online, and realtime tracking of multiple objects in a video sequence.

sota-medseg icon sota-medseg

SOTA medical image segmentation methods based on various challenges

speech-python-demos icon speech-python-demos

pyttsx3 is a text-to-speech conversion library in Python. Its a Python-based alternative for text-to-speech conversion that works offline.

sports-image-classification icon sports-image-classification

Built a image classification model and Streamlit web app to predict the sport that is being represented in an image.

squeeze-unet icon squeeze-unet

Squeeze-unet Semantic Segmentation for embedded devices

stock-market-prediction-2020 icon stock-market-prediction-2020

This is the the final project of the course: L330 Data Science: principles and practice at the University Of Cambridge. The task for this project is stock market prediction using a diverse set of variables. In particular, given a dataset representing days of trading in the NASDAQ Composite stock market, our aim is to predict the daily movement of the market up or down conditioned on the values of the features in the dataset over the previous N (trading) days.

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

stockstats icon stockstats

Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.

styled-stackgan icon styled-stackgan

WIP CS 230 / CS 224N project: StackGAN conditioned on an image style in addition to the text description

stylegan2 icon stylegan2

StyleGAN2 - Official TensorFlow Implementation

stylegan2-ada icon stylegan2-ada

StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation

subject-diffusion icon subject-diffusion

Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuning

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