tamer-saleh Goto Github PK

ai-lecture-notes

bias-optimization-in-rpcs-of-satellite-imagery

Bias-Optimization-in-RPCs-of-Satellite-Imagery

bonai

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

cs131_notes

Class notes for CS 131.

dahitra

DAHiTra: UNET Architecture with Hierarchical Transformers for Automated Building Damage Assessment Using Satellite Imagery

dausar_supervised_change_detection_floods_igarss2022

Supervised Change Detection for Floods. https://ieeexplore.ieee.org/document/9883132

dl-workshop-series

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

dota_yolov2

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.

flood-detection

Flood detection using CNN

flooding-damage-detection-from-post-hurricane-satellite-imagery-based-on-cnn

Deep Learning - CNN

gears

Geospatial Ecology and Remote Sensing Lab

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

rednet

implementation of REDNet (A Novel Recurrent Encoder-Decoder Structure for Large-Scale Multi-view Stereo Reconstruction from An Open Aerial Dataset)

s1gflood-detection

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.