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1. LipScribe LipScribe Public

   3D CNN based video classification android application. Transcribes lip movements of the speaker in a silent video to text. The neural network captures spatio temporal information from video require…

   Python 3

2. Deep_learning_assignments_Spring_2021 Deep_learning_assignments_Spring_2021 Public

   Assignments on building feed forward neural networks, neural networks Keras and Numpy, MLOps using XGBoost, Tensorflow, image classification using PyTorchLightning

   Jupyter Notebook

3. Retina_Image_Based_Classification Retina_Image_Based_Classification Public

   Detection of Diabetic Retinopathy using Retina Images. Filtering on images using Gaussian Blur, using KNN PCA for dimensionality reduction and classification of healthy retina image from unhealthy.…

   Jupyter Notebook 4

4. cmpe258-project-team-phoenix cmpe258-project-team-phoenix Public

   Transfer learning with VGG16 to predict distracted driving from driver images. Predict from one of the classes using custom classification layer added to VGG to distinguish safe driving from unsafe…

   Jupyter Notebook

5. cmpe-297-project cmpe-297-project Public

   Fine tuning GPT2 to generate stories from text prompts, Deep Daze library integration to generate images from stories and MLOps based continuous monitoring, deployment and serving of trained model …

   Jupyter Notebook

6. Emerging-Technologies-in-ML-Fall-2021-Assignments Emerging-Technologies-in-ML-Fall-2021-Assignments Public

   This repository contains assignments done on Emerging topics like contrastive representation learning using SimCLR, Perceiver, Continual Learning, Active Learning, Weak Supervision, MLOps with Vert…

   Jupyter Notebook 2