Tamer-Saleh's repositories
Bias-Optimization-in-RPCs-of-Satellite-Imagery
Bias-Optimization-in-RPCs-of-Satellite-Imagery
changelog-ci
Changelog CI is a GitHub Action that enables a project to automatically generate changelogs
ChangeStar
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002
DAUSAR_Supervised_Change_Detection_Floods_IGARSS2022
Supervised Change Detection for Floods. https://ieeexplore.ieee.org/document/9883132
DSFANet
Code for Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images
ee-fastapi
Flood Detection with Google Earth Engine
entropic-out-of-distribution-detection
A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Perform efficient inferences (i.e., do not increase inference time) and detection without classification accuracy drop, hyperparameter tuning, or collecting additional data.
kaggle-notebooks
Sample notebooks for Kaggle competitions
klcpd
PyTorch package for KL-CPD algorithm for change point and anomaly detection in time series
labelme_to_VOC-COCO
Code for transform between the json of labelme and VOC&COCO
Machine-Learning-Collection
PyTorch Tutorials, TensorFlow Tutorials and Machine Learning Algorithms
marblecutter
Dynamic tiling of raster data for OpenAerialMap + others
MFPNet
PyTorch implementation for "Remote Sensing Change Detection Based on Multidirectional Adaptive Feature Fusion and Perceptual Similarity"
ml4a
A python library and collection of notebooks for making art with machine learning.
OIDv4_ToolKit
Download and visualize single or multiple classes from the huge Open Images v4 dataset
poisson
The goal of this project is to analyze the dynamics of small fishing vessel fleets and provide information to help policy-makers design legislation to prevent Illegal, Unreported, and Unregulated (IUU) fishing.
python_for_image_processing_APEER
https://www.youtube.com/playlist?list=PLHae9ggVvqPgyRQQOtENr6hK0m1UquGaG
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
Satellite-Image-Segmentation-for-Flood-Damage-Analysis
Satellite Image Segmentation for Flood Detection and Analysis using UNET with Resnet-34 as the back bone.
segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
Semantic-Segmentation
Code for semantic segmentation
SemiCD
Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images
speaker-change-detection
Speaker change detection using SincNet and an LSTM/Transformer
SSZ
Code for the paper: Image-to-Voxel Model Translation for 3D Scene Reconstruction and Segmentation