DeepTreeAttention

weecology/neontreeevaluation136

Tree detection benchmark

A dataset and tools for evaluating tree detection algorithms on multisensor aerial imagery

weecology/deepforest529

Object detector

A Python package for training and predicting ecological objects in airborne imagery using deep learning object detection networks.

sujithv28/deep-leafsnap50

Leaf classifier

An image classification project applying deep neural networks to identify tree species from leaf images

djcp/linnaeus38

Classifier

A Redis-backed system for classifying documents into categories based on their content.

olament/deepmushroom69

Fungus classifier

An image classification project using ResNet to identify fungal species based on uploaded images.

yonghaoxu/rpnet56

Hyperspectral Classifier

Matlab implementation of a deep learning-based method for classifying hyperspectral images

felixgwu/img_classification_pk_pytorch366

Image classifier

A PyTorch project for comparing image classification models and facilitating quick experiment setup

xiayandi/pytorch_text_classification66

Text classifier

An implementation of convolutional neural networks for text classification using PyTorch

imageomics/bioclip174

Image classifier

A deep learning framework trained on a large biological image dataset to learn taxonomic labels and classify images.

apburt/treeseg216

Tree segmentation tool

Extracts individual trees from high-density lidar point clouds using machine learning and computer vision techniques

andosa/treeinterpreter745

Prediction decomposition tool

Provides a way to decompose scikit-learn model predictions into bias and feature contribution components.

benedekrozemberczki/seal-ci209

Graph classifier

A PyTorch implementation of a semi-supervised graph classification model that learns hierarchical representations from labeled and unlabeled graph data.

javeywang/pyramid-attention-networks-pytorch237

Semantic Segmentation Model

An implementation of a deep learning model using PyTorch for semantic segmentation tasks.

martibosch/detectree243

Tree Segmentation Library

A Pythonic library for semantic tree segmentation from aerial imagery

yeephycho/nasnet-tensorflow136

Image classifier

A toolkit for training and deploying a state-of-the-art image classification architecture on TensorFlow