Best AI tools for< Environmental Scientist >
Infographic
20 - AI tool Sites
Climate Change AI
Climate Change AI is a global non-profit organization that focuses on catalyzing impactful work at the intersection of climate change and machine learning. They provide resources, reports, events, and grants to support the use of machine learning in addressing climate change challenges.
Global Plastic Watch
Global Plastic Watch (GPW) is a digital platform that maps the world's plastic pollution in near real-time using a unique combination of satellite imagery and artificial intelligence. It provides a comprehensive view of the global plastic waste crisis, including the location and size of plastic waste sites, the types of plastic waste, and the impact of plastic pollution on the environment and human health.
EcoSnap
EcoSnap is an AI tool designed to help users recycle plastic more effectively by utilizing Artificial Intelligence technology. Users can simply take a picture of a plastic code and receive guidance on how to recycle the item properly. The application aims to promote environmental sustainability by providing users with easy-to-use tools to make informed recycling decisions.
FlyPix
FlyPix is an AI-enabled geospatial solutions platform that leverages advanced AI technology to transform object detection, localization, tracking, and monitoring in the field of geospatial technology. The platform offers a wide range of capabilities, including AI-driven object analysis, change and anomaly detection, dynamic tracking, and custom use cases tailored to meet unique industry needs. FlyPix aims to provide unparalleled precision and efficiency in operations by converting complex imagery into actionable, geo-referenced insights.
Minimap.ai
Minimap.ai is an innovative AI-powered tool designed to provide users with detailed and accurate maps for various purposes. The tool utilizes advanced artificial intelligence algorithms to analyze and process geographical data, enabling users to generate customized maps quickly and efficiently. With Minimap.ai, users can create maps for navigation, urban planning, disaster management, and other applications with ease. The tool offers a user-friendly interface and a wide range of features to cater to different mapping needs.
Allen Institute for AI (AI2)
The Allen Institute for AI (AI2) is a leading research institute dedicated to advancing artificial intelligence technologies for the common good. They focus on Natural Language Processing, Computer Vision, and AI applications for the environment. AI2 collaborates with diverse teams to tackle challenging problems in AI research, aiming to create world-changing AI solutions. The institute promotes diversity, equity, and inclusion in the research community, and offers opportunities for individuals to contribute to impactful AI projects.
GeoSpy.ai
GeoSpy.ai is a web-based geospatial intelligence platform that provides users with access to a variety of geospatial data and tools. The platform allows users to create and share maps, analyze data, and collaborate with others. GeoSpy.ai is used by a variety of professionals, including law enforcement, intelligence analysts, and environmental scientists.
Earth AI
Earth AI is a high-performance explorer for clean energy minerals, utilizing artificial intelligence to discover untapped critical metal deposits at half the cost and in a fraction of the time. The company works with mineral resource companies to improve their odds of success while keeping costs low, offering accurate AI-driven prospect detection, modular hardware, and streamlined operations. Earth AI's revenue model is independent of service profits, and their process is four times faster than traditional methods. The company partners with explorers and development companies to bring discovered deposits into production.
Rapid Editor
Rapid Editor is an advanced mapping tool that revolutionizes map editing by integrating cutting-edge technology and authoritative geospatial open data. It empowers OpenStreetMap mappers at all levels to make accurate and fresh edits to maps quickly. The tool saves users effort by utilizing artificial intelligence to identify predicted features and analyze satellite imagery, providing a high-level overview of unmapped data globally. Rapid Editor's intuitive user interface makes mapping clear and simple, facilitating mapping projects for humanitarian and community groups.
Cybertiks
Cybertiks is an AI-powered platform that specializes in harnessing the power of satellite imagery to provide valuable insights for agriculture fields. The platform offers tailored solutions for remote sensing of industrial requirements, utilizing advanced AI models trained on thousands of fields. Users can monitor field status, analyze historical metrics, and visualize results with high accuracy. Cybertiks integrates various sources of information, provides certifications, synchronizes data, and offers deliverables in a convenient way for clients. The platform also introduces QSIS, a system that uses thermodynamic information and quantum-enabled artificial intelligence to classify and quantify materials. With expertise in detection, classification, and quantification, Cybertiks empowers companies with innovative solutions for agriculture and beyond.
Satlas
Satlas is an AI-powered platform that provides geospatial data generated by AI models. The platform allows users to explore maps showcasing changes in marine infrastructure, renewable energy infrastructure, and tree cover around the world. Satlas leverages state-of-the-art AI architectures and training algorithms in computer vision to enhance low-resolution satellite imagery and produce high-resolution images on a global scale. The platform offers freely accessible AI-generated geospatial datasets for offline analysis, along with AI models and training labels. Satlas is developed and maintained by PRIOR and colleagues at the Allen Institute for AI, aiming to advance computer vision technologies for better understanding and reasoning about the world.
Climate Change AI
Climate Change AI is a community platform dedicated to leveraging artificial intelligence to address the challenges of climate change. The platform serves as a hub for researchers, practitioners, and policymakers to collaborate, share knowledge, and develop AI solutions for mitigating the impacts of climate change. By harnessing the power of AI technologies, Climate Change AI aims to accelerate the transition to a sustainable and resilient future.
Bayanat
Bayanat is an AI-powered geospatial intelligence company that offers predictive intelligence solutions, smart operations solutions, and smart mobility solutions to various sectors such as defense, environment, energy & resources, smart cities, and transportation. With over 50 years of experience, Bayanat provides high-quality geospatial data, geo-intelligence, and AI-powered data analytics to drive human progress and create game-changing advantages for its clients in the UAE, the Middle East, and beyond.
ePlant
ePlant is an advanced plant-data intelligence platform that offers remote monitoring of trees and vines, health tracking, and plant growth analysis using state-of-the-art wireless plant health monitors and AI technology. It revolutionizes plant data collection and application in various sectors such as research, tree services, precision agriculture, and forestry. The platform provides actionable insights to track tree growth, carbon sequestration, and health status, making it a valuable tool for professionals and researchers in the field of plant science.
Google Cloud
Google Cloud is a suite of cloud computing services that runs on the same infrastructure as Google. Its services include computing, storage, networking, databases, machine learning, and more. Google Cloud is designed to make it easy for businesses to develop and deploy applications in the cloud. It offers a variety of tools and services to help businesses with everything from building and deploying applications to managing their infrastructure. Google Cloud is also committed to sustainability, and it has a number of programs in place to reduce its environmental impact.
LAION
LAION is a non-profit organization that provides datasets, tools, and models to advance machine learning research. The organization's goal is to promote open public education and encourage the reuse of existing datasets and models to reduce the environmental impact of machine learning research.
Blue River Technology
Blue River Technology is a company that creates intelligent machinery for agriculture. They use computer vision, machine learning, and robotics to create solutions that help farmers improve yields and minimize their environmental impact. The company is committed to creating a people-first culture where everyone has a common mission: to solve monumental challenges in agriculture.
Deepfake Detection Challenge Dataset
The Deepfake Detection Challenge Dataset is a project initiated by Facebook AI to accelerate the development of new ways to detect deepfake videos. The dataset consists of over 100,000 videos and was created in collaboration with industry leaders and academic experts. It includes two versions: a preview dataset with 5k videos and a full dataset with 124k videos, each featuring facial modification algorithms. The dataset was used in a Kaggle competition to create better models for detecting manipulated media. The top-performing models achieved high accuracy on the public dataset but faced challenges when tested against the black box dataset, highlighting the importance of generalization in deepfake detection. The project aims to encourage the research community to continue advancing in detecting harmful manipulated media.
Qubinets
Qubinets is a cloud data environment solutions platform that provides building blocks for building big data, AI, web, and mobile environments. It is an open-source, no lock-in, secured, and private platform that can be used on any cloud, including AWS, Digital Ocean, Google Cloud, and Microsoft Azure. Qubinets makes it easy to plan, build, and run data environments, and it streamlines and saves time and money by reducing the grunt work in setup and provisioning.
Snaplet
Snaplet is a data management tool for developers that provides AI-generated dummy data for local development, end-to-end testing, and debugging. It uses a real programming language (TypeScript) to define and edit data, ensuring type safety and auto-completion. Snaplet understands database structures and relationships, automatically transforming personally identifiable information and seeding data accordingly. It integrates seamlessly into development workflows, providing data where it's needed most: on local machines, for CI/CD testing, and preview environments.
20 - Open Source Tools
AirCasting
AirCasting is a platform for gathering, visualizing, and sharing environmental data. It aims to provide a central hub for environmental data, making it easier for people to access and use this information to make informed decisions about their environment.
AIR-1
AIR-1 is a compact sensor device designed for monitoring various environmental parameters such as gas levels, particulate matter, temperature, and humidity. It features multiple sensors for detecting gases like CO, alcohol, H2, NO2, NH3, CO2, as well as particulate matter, VOCs, NOx, and more. The device is designed with a focus on accuracy and efficient heat management in a small form factor, making it suitable for indoor air quality monitoring and environmental sensing applications.
AIforEarthDataSets
The Microsoft AI for Earth program hosts geospatial data on Azure that is important to environmental sustainability and Earth science. This repo hosts documentation and demonstration notebooks for all the data that is managed by AI for Earth. It also serves as a "staging ground" for the Planetary Computer Data Catalog.
AireLibre
AireLibre is a community response to the need for freely, collaboratively, and decentralized air quality information. It includes projects like Red Descentralizada de Aire Libre (ReDAL), Linka, Linka Firmware, LinkaBot, AQmap, and Android/iOS apps. Users can join the network with a sensor communicating with Linka. Materials and tools are needed to build a sensor. The initiative is decentralized and open for community collaboration. Users can extend or add projects to AireLibre. The license allows for creating personal networks. AireLibre is not for professional/industrial/scientific/military use, and the sensors are not calibrated in Switzerland.
artkit
ARTKIT is a Python framework developed by BCG X for automating prompt-based testing and evaluation of Gen AI applications. It allows users to develop automated end-to-end testing and evaluation pipelines for Gen AI systems, supporting multi-turn conversations and various testing scenarios like Q&A accuracy, brand values, equitability, safety, and security. The framework provides a simple API, asynchronous processing, caching, model agnostic support, end-to-end pipelines, multi-turn conversations, robust data flows, and visualizations. ARTKIT is designed for customization by data scientists and engineers to enhance human-in-the-loop testing and evaluation, emphasizing the importance of tailored testing for each Gen AI use case.
ecologits
EcoLogits tracks energy consumption and environmental impacts of generative AI models through APIs. It provides estimated environmental impacts of the inference, such as energy consumption and GHG emissions. The tool supports integration with various providers like Anthropic, Cohere, Google GenerativeAI, Huggingface Hub, MistralAI, and OpenAI. Users can easily install EcoLogits using pip and access detailed documentation on ecologits.ai. The project welcomes contributions and is licensed under MPL-2.0.
aideml
AIDE is a machine learning code generation agent that can generate solutions for machine learning tasks from natural language descriptions. It has the following features: 1. **Instruct with Natural Language**: Describe your problem or additional requirements and expert insights, all in natural language. 2. **Deliver Solution in Source Code**: AIDE will generate Python scripts for the **tested** machine learning pipeline. Enjoy full transparency, reproducibility, and the freedom to further improve the source code! 3. **Iterative Optimization**: AIDE iteratively runs, debugs, evaluates, and improves the ML code, all by itself. 4. **Visualization**: We also provide tools to visualize the solution tree produced by AIDE for a better understanding of its experimentation process. This gives you insights not only about what works but also what doesn't. AIDE has been benchmarked on over 60 Kaggle data science competitions and has demonstrated impressive performance, surpassing 50% of Kaggle participants on average. It is particularly well-suited for tasks that require complex data preprocessing, feature engineering, and model selection.
SenseVoice
SenseVoice is a speech foundation model focusing on high-accuracy multilingual speech recognition, speech emotion recognition, and audio event detection. Trained with over 400,000 hours of data, it supports more than 50 languages and excels in emotion recognition and sound event detection. The model offers efficient inference with low latency and convenient finetuning scripts. It can be deployed for service with support for multiple client-side languages. SenseVoice-Small model is open-sourced and provides capabilities for Mandarin, Cantonese, English, Japanese, and Korean. The tool also includes features for natural speech generation and fundamental speech recognition tasks.
chat-with-your-data-solution-accelerator
Chat with your data using OpenAI and AI Search. This solution accelerator uses an Azure OpenAI GPT model and an Azure AI Search index generated from your data, which is integrated into a web application to provide a natural language interface, including speech-to-text functionality, for search queries. Users can drag and drop files, point to storage, and take care of technical setup to transform documents. There is a web app that users can create in their own subscription with security and authentication.
carla
CARLA is an open-source simulator for autonomous driving research. It provides open-source code, protocols, and digital assets (urban layouts, buildings, vehicles) for developing, training, and validating autonomous driving systems. CARLA supports flexible specification of sensor suites and environmental conditions.
marqo
Marqo is more than a vector database, it's an end-to-end vector search engine for both text and images. Vector generation, storage and retrieval are handled out of the box through a single API. No need to bring your own embeddings.
deeplake
Deep Lake is a Database for AI powered by a storage format optimized for deep-learning applications. Deep Lake can be used for: 1. Storing data and vectors while building LLM applications 2. Managing datasets while training deep learning models Deep Lake simplifies the deployment of enterprise-grade LLM-based products by offering storage for all data types (embeddings, audio, text, videos, images, pdfs, annotations, etc.), querying and vector search, data streaming while training models at scale, data versioning and lineage, and integrations with popular tools such as LangChain, LlamaIndex, Weights & Biases, and many more. Deep Lake works with data of any size, it is serverless, and it enables you to store all of your data in your own cloud and in one place. Deep Lake is used by Intel, Bayer Radiology, Matterport, ZERO Systems, Red Cross, Yale, & Oxford.
Awesome-LLM-Robotics
This repository contains a curated list of **papers using Large Language/Multi-Modal Models for Robotics/RL**. Template from awesome-Implicit-NeRF-Robotics Please feel free to send me pull requests or email to add papers! If you find this repository useful, please consider citing and STARing this list. Feel free to share this list with others! ## Overview * Surveys * Reasoning * Planning * Manipulation * Instructions and Navigation * Simulation Frameworks * Citation
ABigSurveyOfLLMs
ABigSurveyOfLLMs is a repository that compiles surveys on Large Language Models (LLMs) to provide a comprehensive overview of the field. It includes surveys on various aspects of LLMs such as transformers, alignment, prompt learning, data management, evaluation, societal issues, safety, misinformation, attributes of LLMs, efficient LLMs, learning methods for LLMs, multimodal LLMs, knowledge-based LLMs, extension of LLMs, LLMs applications, and more. The repository aims to help individuals quickly understand the advancements and challenges in the field of LLMs through a collection of recent surveys and research papers.
llms-interview-questions
This repository contains a comprehensive collection of 63 must-know Large Language Models (LLMs) interview questions. It covers topics such as the architecture of LLMs, transformer models, attention mechanisms, training processes, encoder-decoder frameworks, differences between LLMs and traditional statistical language models, handling context and long-term dependencies, transformers for parallelization, applications of LLMs, sentiment analysis, language translation, conversation AI, chatbots, and more. The readme provides detailed explanations, code examples, and insights into utilizing LLMs for various tasks.
Awesome-LLM-Survey
This repository, Awesome-LLM-Survey, serves as a comprehensive collection of surveys related to Large Language Models (LLM). It covers various aspects of LLM, including instruction tuning, human alignment, LLM agents, hallucination, multi-modal capabilities, and more. Researchers are encouraged to contribute by updating information on their papers to benefit the LLM survey community.
k2
K2 (GeoLLaMA) is a large language model for geoscience, trained on geoscience literature and fine-tuned with knowledge-intensive instruction data. It outperforms baseline models on objective and subjective tasks. The repository provides K2 weights, core data of GeoSignal, GeoBench benchmark, and code for further pretraining and instruction tuning. The model is available on Hugging Face for use. The project aims to create larger and more powerful geoscience language models in the future.
hordelib
horde-engine is a wrapper around ComfyUI designed to run inference pipelines visually designed in the ComfyUI GUI. It enables users to design inference pipelines in ComfyUI and then call them programmatically, maintaining compatibility with the existing horde implementation. The library provides features for processing Horde payloads, initializing the library, downloading and validating models, and generating images based on input data. It also includes custom nodes for preprocessing and tasks such as face restoration and QR code generation. The project depends on various open source projects and bundles some dependencies within the library itself. Users can design ComfyUI pipelines, convert them to the backend format, and run them using the run_image_pipeline() method in hordelib.comfy.Comfy(). The project is actively developed and tested using git, tox, and a specific model directory structure.
95 - OpenAI Gpts
Biophilia Sage
I'll help you to make decisions that are imbued with Biophilia - the human tendency to be drawn towards life and life-like processes.
GaiaAI
The pressing environmental issues we face today require novel approaches and technological advancements to effectively mitigate their impacts. GaiaAI offers a range of tools and modes to promote sustainable practices and enhance environmental stewardship.
Cloud Scholar
Super astronomer identifying clouds in English and Chinese, sharing facts in Chinese.
Climate Guardian
Expert in climate policy, data analysis, roadmaps, and socio-economic impacts, providing up-to-date news and insights
CHAT Social Progress
Explore social and environmental data for 169 countries to measure social progress and go beyond GDP. Using data from the Social Progress Imperative and powered by Open AI.
One atmosphere
I help you evolve your habits and processes to preserve the habitability of the earth and much more
Professor Oak
Explore Professor Oak's garden of rare, unknown creatures from his own vast knowledge.
Earth Conscious Voice
Hi ;) Ask me for data & insights gathered from an environmentally aware global community
Coastal Lighthouse
Coastal professor at your service, explaining coastal and oceanic processes.
IR Spectra Interpreter
Analyzes IR spectra, prompts for uploads, and details findings in tables.
US Weather Explainer
I transform complex NOAA weather forecasts into easy-to-understand language, educating about weather phenomena.
Eco Advisor
Expert in sustainability and ESG practices, providing informative advice and insights.
Sadie Greenthumb
Expert in natural living, inspired by Barbara O'Neil and Cultivate Elevate.
AI Habitat Restoration Advisor
Ecological Advisor with advanced data and image analysis, creating detailed reports. This AI aims to assist in the fight against global warming.
Environmental Engineering Advisor
Advises on sustainable engineering solutions to environmental challenges.
Burning Earth
I'm Burning Earth, alarming users about environmental harm and climate change. Powered by Breebs (www.breebs.com)
Safari Master: Interactive Adventures
An immersive safari adventure game that takes players on a journey through the heart of Africa's wilderness. Explore diverse ecosystems, encounter a wide range of wildlife, and learn about conservation efforts while engaging in exciting safari challenges. Another AI Game by Dave Lalande
Aqua Explorer: Underwater Archaeology
Dive into the depths of the ocean in 'Aqua Explorer: Underwater Archaeology', a game that blends the excitement of underwater exploration with the discovery of ancient civilizations and marine life. Uncover hidden artifacts, learn about historical underwater. Another AI Game by Dave Lalande
Extreme Weather Survival Guide
Offers survival strategies and safety tips for extreme weather scenarios, including hurricanes, tornados, and heatwaves.
PósCiênciasAmbientaisBR
Especialista em dados de pós-graduação em Ciências Ambientais do Brasil.
🌱 EcoFarm Oracle 🚜
Your go-to AI for sustainable farming! Offers guidance on eco-friendly practices, crop rotation, soil health, and water conservation. 🌲💧
GeologyGPT
Expert in geology, providing detailed and accurate information from a vast resource base.
Environmental Disaster Analyst
Simulates and analyzes potential environmental disaster scenarios for preparedness.
Rock Identifier GPT
I identify various rocks from images and advise consulting a geologist for certainty.
Eco Audit
Highlights ambiguities in environmental claims, suggesting further investigation.
Fishing Hole
A fishing spot guide that suggests locations based on user's geographic input.
Geo Explorer
I'm a geography enthusiast eager to share fun and interesting facts about our world!
Arboracle
A GPT-powered oracle for the natural world, harmonizing arboriculture wisdom with AI insight to nurture and sustain ecosystems.
Wetlands
Guiding users through the world of swamps and wetlands with environmental expertise.
GPTree—Plant Trees for Free
Exactly like ChatGPT, except 100% of the revenue received from OpenAI is used for tree planting and restoration projects (through Our Forest)!
ClimatePal by Palau
I'm trained on major climate reports from the UN, World Resources Institute, and others. Ask me about climate trends, green energy, and how climate change affects us all. I make complex climate info easy to understand!
GPSea—Help the Ocean by Chatting
Exactly like ChatGPT, except 100% of the revenue received from OpenAI is used for ocean cleanup and restoration projects!
Oceanography GPT
I embody the spirit of the seas, ask me anything about the physical and biological properties and phenomena of the seas
NZ AgriTech Advisory System (NZ-AAS)
Your Bilingual Guide to Sustainable Farming in Aotearoa
EarthMap - Geography Facts, Maps and Images
Discover geographic info, explore landmarks, view detailed maps, and enjoy vivid visuals.
Botanist
Focused on groundbreaking plant biology research for agricultural, medicinal, and environmental advancements.
I Imagine - Coral Reefs Painted On Everything
Generates scenes painted with coral reefs. (Work in progress....)