Sagun Kayastha's repositories
awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going).
deepfillv2
The PyTorch implementation of ICCV 2019 oral paper: free-form inpainting (deepfillv2), especially Gated Conv
earth-analytics-python-course
Materials for the earth-analytics-python course
intro_to_physical_oceanography
Course materials for Introduction to Introduction to Physical Oceanography (EESC4925)
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
open-webui
User-friendly WebUI for LLMs (Formerly Ollama WebUI)
PConv-Keras
Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai
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]
PM2.5-Graphs
Applying different Graph Neural Networks to Bias-correct and Forecaste PM2.5 Values over Korea.
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.
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
Scripts
Scripts
Simple_Neural_Network
Simple 1-Layer N Neurons Neural Network