plant-ai-biophysics-lab / DeformableCNN-PlantTraitsLinks
A deformable CNN model that accepts multiple sensor inputs and predicts multiple continuous plant trait outputs. SOTA on the 2021 Autonomous Greenhouse Challenge dataset.
☆12Updated 3 years ago
Alternatives and similar repositories for DeformableCNN-PlantTraits
Users that are interested in DeformableCNN-PlantTraits are comparing it to the libraries listed below
Sorting:
- ☆16Updated 2 years ago
- ☆10Updated 5 months ago
- Content and associated scripts for a article on evaluating multi-class classifier for an internal journal☆11Updated 6 years ago
- Show ML predictions w/ Streamlit☆11Updated last year
- Code, data and other material supporting the series of online courses developed for the PhenoDataCampp project☆11Updated last year
- Dataset and codes for the paper "Surveying coconut trees using high-resolution satellite imagery in remote atolls of the Pacific Ocean“ (…☆11Updated 2 years ago
- Pytorch implementation of the deepforest model for tree crown RGB detection.☆17Updated 4 years ago
- The code for the Doing More With Less: A Multi-Task Deep Learning Approach in Plant Phenotyping paper, Frontiers in Plant Science☆16Updated 5 years ago
- Tool for species-level segregation of camera-trap images. The 'Species Segregator' is currently trained for Central Indian Landscape.☆16Updated 5 months ago
- Strawberry architecture analysis and reconstruction☆15Updated 5 months ago
- Official implementation of "An interpretation pipeline towards understanding multi-temporal deep learning approaches for crop mapping".☆21Updated 4 years ago
- PyTorch implementation of FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence☆12Updated 4 years ago
- Learning to predict crop type from heterogeneous sparse labels using meta-learning☆20Updated 4 years ago
- ☆12Updated last month
- Implementation of the spotlight: a method for discovering systematic errors in deep learning models☆11Updated 3 years ago
- Measuring data importance over ML pipelines using the Shapley value.☆43Updated last week
- Image Search Engine with HuggingFace Sentence Transformer☆12Updated 2 years ago
- Interactive scalable auditing of model biases and vulnerabilities with interpretable mitigation☆25Updated 3 years ago
- Open source code for the paper Enlisting 3D Crop Models and GANs for More Data Efficient and Generalizable Fruit Detection☆17Updated last year
- Unsupervised Domain Adaptation For Plant Organ Counting☆18Updated 4 years ago
- Deep Transfer Learning for Weed Classification☆14Updated 2 years ago
- Image Classification on EuroSAT☆13Updated 3 years ago
- ☆15Updated 4 years ago
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery☆15Updated 3 years ago
- Implementation of AugMix (2020) in TensorFlow☆16Updated 3 years ago
- A game theoretic approach to explain the output of any machine learning model.☆14Updated 3 years ago
- A simple web demo with minimal framework using PyTorch and Streamlit to showcase an image classification model.☆12Updated 2 years ago
- This repository contains several image-to-image translation models, whcih were tested for RGB to NIR image generation. The models are Pi…☆14Updated 5 months ago
- Experiments for the NeurIPS 2021 paper "Cockpit: A Practical Debugging Tool for the Training of Deep Neural Networks"☆13Updated 3 years ago
- A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in y…☆44Updated 2 years ago