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adv_mix

animatediff_exp

Experiments with Animate diff and LoRA

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

dcgan

Implementation of basic DCGAN (deep convolutional generative adversarial network), inspired heavily from Jason Brownlee's post on machinelearningmastery.com.

deepsat-6-satellite-image-classification

Using the pre-trained ImageNet models and cyclical learning rates, we tried to classify the DeepSAT-6 dataset (https://csc.lsu.edu/~saikat/deepsat/) into 6 categories (barren land, trees, grassland, roads, buildings and water bodies). Due to the absence of occlusion by the cloud, we dropped the NIR channel of the data.

geminicompetition

image-mix-with-controlnet

A sample project to test out the features of streamlit. Provides a way to mix content and style of two images with help controlnet and clip-interrogator

image2stylegan

Implementation of 'Image2StyleGAN'

mindsdb

MindsDB connects AI models to databases.

mnist-retrain-with-deepxplore

DeepXplore (https://arxiv.org/abs/1705.06640) is a white-box framework for testing deep neural networks. Here, I have used the examples generated by the framework to retrain LeNet-5, LeNet-4 and LeNet-1.

neural-style-transfer

Implementation of A Neural Algorithm of Artistic Style (https://arxiv.org/pdf/1508.06576.pdf)

neurohack

ogd-data-analysis

Performed data analysis on different OGD (Open Government Data) datasets

practice

Various Practice sessions and notes

projected-gradient-descent-with-cifar10

Implementation of PGD attack on a model trained on cifar10 dataset in TensorFlow. Also, FID between original images and generated images has been calculated.

rag-exp

This is an experimental repo for performing RAG experiments with LangChain

real-time-object-detection-using-surf

Real-time object tracking using SURF feature detection, implemented using MATLAB.

revise-tool

REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets --- https://arxiv.org/abs/2004.07999

sentiment-analysis

Sentiment analysis on IMDB dataset using GloVe pre-trained embeddings and LSTM.

tripplannerbot

This a streamlit app with langchain. It makes use of Bing maps API, OpenStreetMaps API and FourSquare API.

user_registration