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Starred repositories

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[WACV'25 Oral] TaxaBind: Multimodal Ecological Model

Python 28 2 Updated Nov 8, 2024

Label Studio SDK

Python 148 95 Updated Jul 10, 2025

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Python 26,292 4,679 Updated Aug 18, 2024

Column scatter / beeswarm-style plots in ggplot2

R 556 32 Updated Nov 15, 2024

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

Python 569 8000 131 Updated Jan 26, 2024

Fork of GitHub Desktop to support various Linux distributions

TypeScript 7,369 542 Updated May 19, 2025

Documentation that simply works

Python 23,875 3,807 Updated Jul 13, 2025

Supporting PyTorch models with the Google AI Edge TFLite runtime.

Jupyter Notebook 706 101 Updated Jul 11, 2025

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Python 11,904 1,647 Updated Apr 7, 2025

Your Personal Assistant in Computational Bioimaging.

Jupyter Notebook 42 12 Updated Mar 28, 2025

Python package that simplifies using the BioCLIP foundation model.

Python 36 7 Updated Jul 10, 2025

a generalist algorithm for cellular segmentation with human-in-the-loop capabilities

Python 1,766 496 Updated Jul 1, 2025

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…

C++ 646 90 Updated Jul 13, 2025

Cross-platform, customizable ML solutions for live and streaming media.

C++ 30,606 5,444 Updated Jul 12, 2025

A simple method to create AI models for biodiversity

Python 17 1 Updated Jul 8, 2025

Label Studio is a multi-type data labeling and annotation tool with standardized output format

JavaScript 23,223 2,885 Updated Jul 13, 2025

Make your pi images smaller!

Shell 3,755 679 Updated Apr 20, 2025

Load an image file into a numpy array with Exif orientation support. Prevents upside-down and sideways images!

Python 180 37 Updated May 25, 2021

This is the repository for the BioCLIP model and the TreeOfLife-10M dataset [CVPR'24 Oral, Best Student Paper].

Python 208 21 Updated Jun 11, 2025

Official implementation of "Align and Distill: Unifying and Improving Domain Adaptive Object Detection" (TMLR 2025)

Python 66 9 Updated Jun 18, 2025

GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

C++ 73,804 8,062 Updated May 27, 2025

Print the schema of Python objects

Python 17 3 Updated Apr 13, 2020

BoxMOT: Pluggable SOTA multi-object tracking modules modules for segmentation, object detection and pose estimation models

Python 7,529 1,823 Updated Jul 11, 2025

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Python 4,663 666 Updated Jul 13, 2025

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.

Python 341 61 Updated Aug 14, 2024

XAI Experiments on an Annotated Dataset of Wild Bee Images

HTML 19 Updated Dec 13, 2024

Everything I know about machine learning and camera traps.

152 11 Updated Jul 11, 2025

MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.

Jupyter Notebook 172 35 Updated Jul 13, 2025

MEWC: Mega Efficient Wildlife Classifier

34 2 Updated Dec 4, 2024

Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)

Python 98 14 Updated Jun 10, 2022
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