Pinned Repositories
2SeaColor
Two-stream remote sensing model for water quality mapping: 2SeaColor
3d-forest-classic
software for analysis of Lidar data from forest environment.
3D-Machine-Learning
A resource repository for 3D machine learning
3D-Shape-Analysis-Paper-List
A list of recent papers, libraries and datasets about 3D shape/scene analysis (by topics, updating).
3DCTN
[TITS2022] 3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification
AdQSM
AdQSM is a new tree quantitative structure model (QSM) that can reconstruct the 3D branch geometry of individual tree from Terrestrial Laser Scanning (TLS) point clouds. Many attributes of the trunk or branch can also be quantitatively calculated (as shown in the table below). For example, tree volume (trunk and branch), DBH and tree height parameters can be extracted directly. It allows point clouds collected by different sensors to serve as input point clouds. In addition to TLS, UAV LiDAR, mobile LiDAR, SLAM and even photogrammetry are also included under the premise of appropriate point cloud density.
agile_autonomy
Repository Containing the Code associated with the Paper: "Learning High-Speed Flight in the Wild"
agile_flight
Developing and Comparing Vision-based Algorithms for Vision-based Agile Flight
AgriITSC
Prototype-based method for agricultural image time series classification.
SFM-Visual-SLAM
winterchaufr's Repositories
winterchaufr/An-unexpectedly-large-count-of-trees-in-the-western-Sahara-and-Sahel
This repository contains the code for the paper "An unexpectedly large count of trees in the western Sahara and Sahel".
winterchaufr/awesome-dataset-tools
🔧 A curated list of awesome dataset tools
winterchaufr/awesome-spectral-indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
winterchaufr/CityTreesProject
We generated a new dataset of N=5,132,890 trees from 63 of the largest US cities with detailed information on location, health, nativity status, and species. We analyzed (i) biodiversity, (ii) spatial structure, (iii) abundance of native trees, and (iv) tree health.
winterchaufr/cvat
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
winterchaufr/DC-ShadowNet-Hard-and-Soft-Shadow-Removal
[ICCV2021]DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network, https://arxiv.org/pdf/2207.10434.pdf
winterchaufr/DeepForest
Python Package for Tree Crown Detection in Airborne RGB imagery
winterchaufr/DeepTreeAttention
Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction
winterchaufr/detr
End-to-End Object Detection with Transformers
winterchaufr/developer-roadmap
Roadmap to becoming a developer in 2022
winterchaufr/eo-learn
Earth observation processing framework for machine learning in Python
winterchaufr/GeoSeg
UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.
winterchaufr/labelImg
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
winterchaufr/labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
winterchaufr/learnopencv
Learn OpenCV : C++ and Python Examples
winterchaufr/maskrcnn-deadwood
Code repository for deadwood mapping from RGB UAV imagery.
winterchaufr/multi_layer_vegetation
Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans
winterchaufr/OpenVisus
Open Source distribution of the ViSUS capabilities
winterchaufr/Patch_wise_Land_Cover_Classification
Patch-wise Land Cover Classification using Sentinel-2 Satellite and Deep Learning
winterchaufr/r3live
A Robust, Real-time, RGB-colored, LiDAR-Inertial-Visual tightly-coupled state Estimation and mapping package
winterchaufr/raster-functions
A curated set of lightweight but powerful tools for on-the-fly image processing and raster analysis in ArcGIS.
winterchaufr/rCore-Tutorial-v3
Let's write an OS which can run on RISC-V in Rust from scratch!
winterchaufr/rpi4-osdev
Tutorial: Writing a "bare metal" operating system for Raspberry Pi 4
winterchaufr/satnerf
Satellite Neural Radiance Fields
winterchaufr/sbme-tutorials.github.io
Repository for some teaching materials in the Biomedical Engineering Dept. at Cairo Univsity
winterchaufr/torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
winterchaufr/TreeCrownDelineation
Individual tree crown delineation in optical remote sensing images
winterchaufr/TreeSegmentation
Reproducible analysis of tree segmentation methods in R.
winterchaufr/urban-tree-detection
winterchaufr/vuejs-challenges
Collection of Vue.js challenges