sagunkayastha
Atmospheric Science Graduate Student working with AI/ML and Earth Sciences
United States of America
Pinned Repositories
Areaconverter
awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going).
Cell_Seg_count
Gated_Inpainting
ICS-APP
PM-Forcasting-using-RNN
Resnet_pytorch_Pruning
Solar_PV
wrf_docker
sagunkayastha's Repositories
sagunkayastha/Resnet_pytorch_Pruning
sagunkayastha/Gated_Inpainting
sagunkayastha/Areaconverter
sagunkayastha/awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going).
sagunkayastha/Cell_Seg_count
sagunkayastha/wrf_docker
sagunkayastha/CAI_Workshop
sagunkayastha/ClimateBench
sagunkayastha/CS682
sagunkayastha/Darts_for_pollen_forecast
sagunkayastha/deepfillv2
The PyTorch implementation of ICCV 2019 oral paper: free-form inpainting (deepfillv2), especially Gated Conv
sagunkayastha/DepthwisePconv_torch
sagunkayastha/earth-analytics-python-course
Materials for the earth-analytics-python course
sagunkayastha/GCNN_UH
sagunkayastha/ILab_Tutorials
sagunkayastha/intro_to_physical_oceanography
Course materials for Introduction to Introduction to Physical Oceanography (EESC4925)
sagunkayastha/LEAPCourse-Climate-Pred-Challenges
A project-based learning course where teams of climate science and data science students collaborate to create machine learning predictive models for challenges inspired by LEAP's research
sagunkayastha/NV_pipelines
sagunkayastha/open-webui
User-friendly WebUI for LLMs (Formerly Ollama WebUI)
sagunkayastha/PConv-Keras
Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai
sagunkayastha/PINTO_model_zoo
A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]
sagunkayastha/PM2.5-Graphs
Applying different Graph Neural Networks to Bias-correct and Forecaste PM2.5 Values over Korea.
sagunkayastha/Restormer
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
sagunkayastha/resume
sagunkayastha/satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
sagunkayastha/Scripts
Scripts
sagunkayastha/segmentation_pollen
sagunkayastha/Simple_Neural_Network
Simple 1-Layer N Neurons Neural Network
sagunkayastha/t-formers
sagunkayastha/wrfbook