Pinned Repositories
abhijitpal1247
Profile
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.
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'
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.
TripplannerBot
This a streamlit app with langchain. It makes use of Bing maps API, OpenStreetMaps API and FourSquare API.
abhijitpal1247's Repositories
abhijitpal1247/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
abhijitpal1247/TripplannerBot
This a streamlit app with langchain. It makes use of Bing maps API, OpenStreetMaps API and FourSquare API.
abhijitpal1247/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.
abhijitpal1247/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.
abhijitpal1247/Image2StyleGAN
Implementation of 'Image2StyleGAN'
abhijitpal1247/abhijitpal1247
Profile
abhijitpal1247/adv_mix
abhijitpal1247/animatediff_exp
Experiments with Animate diff and LoRA
abhijitpal1247/cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
abhijitpal1247/DCGAN
Implementation of basic DCGAN (deep convolutional generative adversarial network), inspired heavily from Jason Brownlee's post on machinelearningmastery.com.
abhijitpal1247/mindsdb
MindsDB connects AI models to databases.
abhijitpal1247/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.
abhijitpal1247/Neural-style-transfer
Implementation of A Neural Algorithm of Artistic Style (https://arxiv.org/pdf/1508.06576.pdf)
abhijitpal1247/Neurohack
abhijitpal1247/Practice
Various Practice sessions and notes
abhijitpal1247/Real-time-object-detection-using-SURF
Real-time object tracking using SURF feature detection, implemented using MATLAB.
abhijitpal1247/GeminiCompetition
abhijitpal1247/OGD-Data-Analysis
Performed data analysis on different OGD (Open Government Data) datasets
abhijitpal1247/RAG-exp
This is an experimental repo for performing RAG experiments with LangChain
abhijitpal1247/revise-tool
REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets --- https://arxiv.org/abs/2004.07999
abhijitpal1247/Sentiment-Analysis
Sentiment analysis on IMDB dataset using GloVe pre-trained embeddings and LSTM.
abhijitpal1247/user_registration