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AutoGOAL
A Python framework for Automated Machine Learning (AutoML), hyperparameter tunning and program synthesis in general.
automl python machine-learning code
How to Deploy your ML models as Telegram Bots
In this project, I trained a Model to detect mask on people's face and made it available on both Android and IOS through a Telegram Bot. It's deployed on ...
deep-learning fastai telegram-bot heroku
Indian Paper Currency Prediction
The trained model takes an image (Indian Paper Currency) as an input and predict the class of image from 10, 20, 50, 100, 200, 500, 2000 denomination.
keras image-classification flask aws
Emotion Recognition from Tom and Jerry videos
Developed an application that classifies the emotion depicted by Tom and Jerry in each frame into one of the following : happy, angry, sad or suprised.
emotion-recognition demo code video
Introduction to 3D Medical Imaging: Preprocessing & Augmentations
Learn how to apply 3D transformations for medical image preprocessing and augmentation, to setup your awesome deep learning pipeline.
deep-learning machine-learning medical-imaging data-augmentation
GP-GAN: Towards Realistic High-Resolution Image Blending
Blending composite images using a generative model and a Gaussian-Poisson equation with a Laplacian Pyramid
generative-adversarial-networks convolutional-neural-networks deep-learning laplacian-pyramid
Explainable and Reproducible ML modeling with DALEX and Neptune.
DALEX-Neptune integration that allows users to easily add model's behavior explanations to experiments.
xai explainable-ai deep-learning machine-learning
Cartoonize your world!
A demo web application to showcase the capability of "white box cartoonization" on image and videos.
gans cartoon demo deep-learning
Pokedex streamlit app
Web app form of the Pokedex device found in the pokemon cartoon series built and deployed with streamlit
streamlit convolutional-neural-networks deep-learning classification
How to build a production-ready Deep Learning Training loop
Building a custom training loop in Tensorflow and Python with checkpoints and Tensorboards visualizations
training machine-learning deep-learning computer-software
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