CameraTraps
Wildlife conservation framework
A deep learning framework for wildlife conservation that integrates camera-trap data analysis with machine learning models.
PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.
772 stars
50 watching
245 forks
Language: Jupyter Notebook
last commit: 6 days ago
Linked from 1 awesome list
camera-trapscomputer-visionconservationmachine-learningmegadetectorpytorchpytorch-wildlifewildlife
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
| microsoft/aerial_wildlife_detection | An active learning framework for annotating images and training machine learning models to detect wildlife in aerial images | 230 |
 kaiyangzhou/dassl.pytorch | A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. | 1,217 |
 petervanlunteren/ecoassist | An application designed to streamline the work of ecologists analyzing camera trap images using machine learning models | 120 |
 wildeyeconservation/traptagger | An application that uses AI to process camera-trap images and classify wildlife species | 30 |
 pyg-team/pytorch-frame | A deep learning framework for handling heterogeneous tabular data with diverse column types | 543 |
 bearpaw/pytorch-classification | An open-source project providing a unified interface for training and evaluating classification models using PyTorch. | 1,692 |
 project-dc/pygeneses | A PyTorch-based framework for training and studying artificial species in bio-inspired environments | 72 |
 ruotianluo/imagecaptioning.pytorch | A Python-based framework for training and testing image captioning models using PyTorch. | 1,451 |
 wildlifedatasets/wildlife-datasets | A toolkit providing datasets and utilities for training machine learning models in wildlife individual re-identification. | 70 |
 felixgwu/img_classification_pk_pytorch | A PyTorch project for comparing image classification models and facilitating quick experiment setup | 365 |
 pennyhow/pytrx | Calculates real-world measurements from oblique images and time-lapse image series of glacial environments. | 42 |
 pyronear/pyro-vision | A Python-based computer vision library for detecting wildfires using deep learning models. | 52 |
 wildmeorg/scoutbot | A computer vision project for tracking wildlife using AI and machine learning techniques | 5 |
| bearpaw/pytorch-pose | Provides tools and infrastructure for training, testing, and evaluating 2D human pose estimation models | 1,105 |
 yassouali/pytorch-segmentation | Implementation of semantic segmentation models and datasets using PyTorch | 1,686 |