Lists (12)
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000_tasks
AI
Annotators
Annotator software that can be used for insectscamera-trap
Anything related to camera traps that can be used for insectsCNN-explainers
CNN-for-insects
CNNs developed for insects or for ecologyCNN-general
General purpose CNNs / Popular CNNsgit
Starred repositories
[WACV'25 Oral] TaxaBind: Multimodal Ecological Model
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.
shiftkey / desktop
Forked from desktop/desktopFork of GitHub Desktop to support various Linux distributions
Documentation that simply works
Supporting PyTorch models with the Google AI Edge TFLite runtime.
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Your Personal Assistant in Computational Bioimaging.
Python package that simplifies using the BioCLIP foundation model.
a generalist algorithm for cellular segmentation with human-in-the-loop capabilities
LiteRT continues the legacy of TensorFlow Lite as the trusted, high-performance runtime for on-device AI. Now with LiteRT Next, we're expanding our vision with a new generation of APIs designed for…
Cross-platform, customizable ML solutions for live and streaming media.
A simple method to create AI models for biodiversity
Label Studio is a multi-type data labeling and annotation tool with standardized output format
Load an image file into a numpy array with Exif orientation support. Prevents upside-down and sideways images!
This is the repository for the BioCLIP model and the TreeOfLife-10M dataset [CVPR'24 Oral, Best Student Paper].
Official implementation of "Align and Distill: Unifying and Improving Domain Adaptive Object Detection" (TMLR 2025)
GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
BoxMOT: Pluggable SOTA multi-object tracking modules modules for segmentation, object detection and pose estimation models
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.
XAI Experiments on an Annotated Dataset of Wild Bee Images
Everything I know about machine learning and camera traps.
MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.
Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)