PyTrx
Image analysis tool
Calculates real-world measurements from oblique images and time-lapse image series of glacial environments.
PyTrx is a Python object-oriented programme created for the purpose of calculating real-world measurements from oblique images and time-lapse image series. Its primary purpose is to obtain velocities, surface areas, and distances from oblique, optical imagery of glacial environments.
42 stars
5 watching
26 forks
Language: Python
last commit: almost 2 years ago
Linked from 1 awesome list
glaciologyimage-classificationoblique-imageryopencvoptical-flowphotogrammetrypython3template-matchingtime-lapse
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
 felixgwu/img_classification_pk_pytorch | A PyTorch project for comparing image classification models and facilitating quick experiment setup | 366 |
 blade6570/photographicimagesynthesiswithcascadedrefinementnetworks-pytorch | An implementation of cascaded refinement networks for generating photorealistic images from semantic layouts | 65 |
 mrzhu-cool/pix2pix-pytorch | An implementation of an image-to-image translation algorithm using deep learning and PyTorch | 428 |
 kaiyangzhou/dassl.pytorch | A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. | 1,236 |
 orobix/visual-feature-attribution-using-wasserstein-gans-pytorch | A PyTorch implementation of a feature attribution technique using Wasserstein Generative Adversarial Networks for anomaly detection in medical images. | 93 |
 ben-louis/deep-image-analogy-pytorch | A Python implementation of an image analogy algorithm based on PyTorch. | 181 |
 jpeg729/pytorch_bits | An experimental framework for developing and testing deep learning models on time-series prediction tasks | 79 |
 johannfaouzi/pyts | A Python package for time series classification and analysis | 1,781 |
 microsoft/cameratraps | A deep learning framework for wildlife conservation that integrates camera-trap data analysis with machine learning models. | 790 |
 robintw/pyprosail | Provides an interface to the ProSAIL combined leaf and canopy optical model using Python | 23 |
 clementpinard/sfmlearner-pytorch | Pytorch implementation of unsupervised depth and ego-motion learning from video sequences | 1,022 |
 rjt1990/pyflux | A comprehensive time series modeling library with various statistical models and inference methods. | 2,114 |
 localdevices/pyorc | An image-based river flow analysis library | 145 |
 ruotianluo/imagecaptioning.pytorch | A Python-based framework for training and testing image captioning models using PyTorch. | 1,458 |
 hpparvi/pytransit | Fast and versatile exoplanet transit light curve modelling in Python | 102 |