Browse applications built on Google Model Garden technology. Explore PoC and MVP applications created by our community and discover innovative use cases for Google Model Garden technology.
The leading theory explaining the correlation between digital screen use and dry eye syndrome posits that screen use alters blinking dynamics, decreasing both blink rate and completeness, which in turn leads to increased dryness of the ocular surface. This understanding is drawn from our extensive analysis of various research papers exploring this relationship. Based on these findings, we have developed an application designed to run in the background and monitor your blinking habits. It counts the frequency of your blinks, assesses your tear production, and studies your blinking dynamics. If these metrics fall below healthy levels, the application will issue an alert accordingly.
PixelCrafters is an innovative chat application that aims to elevate chat conversations by seamlessly integrating AI-powered GIF recommendations. It utilizes advanced language models and AI algorithms to analyze the content of chat conversations. It self-analyzes the ongoing chat dialogue, generating contextually relevant responses that align with the flow and tone of the conversation. By understanding the context, PixelCrafters intelligently suggests the most suitable GIFs that complement the text, enhancing the expressiveness of the chat. The application leverages the power of cosine similarity calculations to match the generated response with a database of GIPHY captions. This ensures that the recommended GIFs are highly relevant and closely aligned with the chat content. Users can easily select and share the suggested GIFs within the chat platform, adding a touch of creativity and emotion to their conversations.
Remote-how AI is a revolutionary tool designed to optimize the remote work experience. Born out of a need to make remote work audits more accessible and less time-consuming, our tool leverages artificial intelligence to provide comprehensive assessments of remote work readiness for individuals and teams. Previously, we conducted remote work audits for numerous clients, a service valued at $16,000. While these audits were incredibly beneficial, they were also time-consuming and not easily accessible to a wider audience. We saw an opportunity to automate this process and make it more widely available. Enter Remote-how AI. Our tool conducts a thorough evaluation of your remote work habits and setup, providing a score that reflects your readiness for remote work. But it doesn't stop there. Remote-how AI also provides personalized recommendations to enhance your remote work practices, based on your unique needs and challenges. Moreover, our tool offers industry-wide benchmarking, allowing you to compare your remote work practices with those across different industries, countries, and professions. This feature provides valuable insights into global remote work trends and helps identify areas for improvement. Available 24/7 and capable of understanding and responding in 35 languages, Remote-how AI is like having a professional mentor at your fingertips. Whether you're an individual looking to improve your remote work experience or a team seeking to optimize your remote work practices, Remote-how AI is your partner in navigating the remote work landscape.
I. Introduction A. Using a sentiment analysis AI for public relations B. Identifying hate speech and non-hate speech C. Categorizing offensive hate speech and non-hate speech D. Purpose: Helping businesses manage social media platforms and prevent disruptions II. Identifying and Categorizing Speech A. Utilizing sentiment analysis AI to replicate PR team's work Analyzing language patterns and emotions Identifying positive, negative, and neutral sentiments B. Distinguishing hate speech from non-hate speech Recognizing discriminatory or offensive content Identifying harmful intentions or targeted attacks C. Categorizing offensive hate speech Labelling content that incites violence or discrimination Identifying explicit or derogatory language D. Categorizing non-hate speech Classifying content that promotes inclusivity and positivity Recognizing constructive criticism or dissenting opinions III. Application in Social Media Management A. Assisting businesses in identifying acceptable content Determining social media guidelines and policies Establishing thresholds for hate speech detection B. Preventing mass media disruption Alerting businesses to potential controversies or backlash Prompting proactive measures to address concerns C. Combating cancel culture Helping businesses understand public sentiment Enabling timely responses and damage control strategies IV. Conclusion A. Importance of utilizing sentiment analysis AI in PR efforts B. Enhancing social media management and preventing disruptions C. Supporting businesses in navigating online environments and public opinion
News platforms are often driven by profit and incentivized to maximize user attention through echo chambers and increasingly polarizing news. This phenomenon has been observed in various media platforms, such as cable news during US elections, trending controversial videos on YouTube and TikTok, and the spread of fake news. To address these challenges, Complementary Opposing News (CON) provides readers with a diverse range of news sources and challenges them to engage with opposing views. By presenting readers with complementary opposing viewpoints, CON aims to promote critical thinking and reduce polarization. Furthermore, CON plans to leverage Google Vertex AI to make playing devil's advocate a pro-social activity for opposing viewpoints to complement each other's understanding of the world instead of tearing each other down. By using these technologies, CON aims to promote critical thinking by encouraging readers to play devil's advocate as they're exposed to opposing viewpoints in steel-manning arguments. CON aims for a more informed and less polarized society, one chrome extension download at a time. Down the road, CON hopes to become more than just an isolated chrome extension and expand internationally. By leveraging Google Vertex AI and Firebase for production-grade deployment to scale the solution to many more users and support multiple languages, reducing international conflict. Furthemore, CON is optimistic in using blockchain technologies to incentivize communities for truth-seeking and become a platform for Socratic discourse. Con's frontend is React, Typescript, Chakra UI, and backend is FastAPI and GCP. Con uses langchain and Google Vertex AI for ML models for sentiment analysis of articles and text generation and conversational assistance. CON hopes to expand the platform to offer data analysis and visualization to help users engage with a broad spectrum of opinions and determine the credibility and believability of different news.
ntroducing TalkToMe, a groundbreaking web application that revolutionizes the way we engage with podcasts, books, and various forms of documentation. Gone are the days of passive consumption; now, we enter a realm of interactivity and immersion. TalkToMe employs cutting-edge technologies, harnessing the power of advanced Large Language Models, Speech-to-Text, and Vision models provided by Google Cloud Services. This amalgamation of state-of-the-art AI enables us to deliver an unparalleled user experience. Imagine effortlessly uploading audio files, books, PDFs, or any content of your choosing, triggering the creation of a dynamic ChatSession. Our web-app embarks on an intellectual journey through the depths of your uploaded material, extracting its very essence and comprehending its context. This deep understanding empowers TalkToMe to provide you with insightful responses to your queries. It's an interactive symphony. Utilizing intuitive speech interaction, you can actively engage with the ChatSession, asking questions that penetrate the core of the content. Prepare to be amazed as TalkToMe offers concise and informative answers, guiding you on an intellectual odyssey. But TalkToMe doesn't stop there; its capabilities transcend conventional boundaries. Summarization becomes effortless, distilling the essence of lengthy material into digestible nuggets of wisdom. General comparisons unveil hidden truths, shedding light on similarities and disparities. The world becomes your intellectual playground as TalkToMe empowers you to embark on an all-encompassing exploration of knowledge. Unlock the true potential of your chosen materials with TalkToMe, transforming them into interactive companions on your journey of discovery. Immerse yourself in a realm where learning and enjoyment converge, where the boundaries between content and consumer dissolve. Embrace the future of interactive content consumption and join us as we rewrite the rules of engagement.
This application will take the project idea from the user and will analyze it and then will explain it in more detail. The application will extract the main modules of the idea and will tell user on which stack he should work on. It will further give the user a step by step plan on how to approach the solution. The application will also display any past projects which looks similar to the idea given by the user. This all will be done by palm API. We will prompt the palm to produce such answers. Our backend is designed using fastapi and frontend is designed on react. This application will help the users in starting their project.
To accomplish our goal of censoring gestures, we knew we needed 2 layers to our algorithm. The first layer needed to recognize landmarks on hands and in the second we needed to identify the gesture using the landmarks. To recognize the landmarks, we used Google’s mediapipe software, which comes with a pre-trained hand recognition model. Our innovations came from gesture recognition. We encoded the landmarks as features by creating a distance matrix between each landmark and every other landmark. These distances were then used in a support vector machine to classify the type of gesture. We found a dataset of 600 images, with 31 unique gestures. We then added to this dataset by curating over 50 images of middle finger gestures. Using this dataset, we can train a model that is good at classifying the middle finger gesture. Next, we blur the hand by using each landmark as a point and mapping a gaussian density around the points. We use the OpenCV blur function to blur the pixels that have density. The project includes an entire Django frontend and REST service for censoring videos. It also comes with a Dockerfile to deploy the stateless service.
The whole theme of our Project revolves around the concept of "Make Your Presence Online in 2 minutes in 2 dollars. It is generally cumbersome for a business person to seek persons or company for making their websites. It takes generally one week to make full fledge website. But with help of AI, we can accomplish this task in 2 minutes. User will have to visit the website and fill a simple form in which he will provide his business details. On submitting the button create website, the website code in zip folder will be created in 2 minutes that could be downloaded by client. Client will be able to see relevant web-pages and contents in regard to business on his/her website.
Storyboard is a web-based app that empowers users to effortlessly create compelling narratives. Leveraging cutting-edge technology, PaLM2 for Text and EfficientNetV2, it transforms uploaded text and image files into immersive storylines. Users begin by uploading their text or image files, which serve as the foundation for story creation. Text files are processed using PaLM2 for Text. For image files, EfficientNetV2 analyses the uploaded images to extract key features. These features seamlessly integrate into the story generation process, adding depth to the narratives. Through prompt engineering techniques, user inputs are effectively incorporated, ensuring personalised and coherent narratives. PaLM2's natural language generation capabilities produce captivating and authentic stories. Storyboard allows users to select the genre of the story they want the AI to create. Whether it's a thrilling mystery, heartwarming romance, or epic fantasy, users can tailor their storytelling experience to match their preferences. This genre selection ensures the AI-generated stories align with the user's interests, providing an enjoyable and personalized experience. The motivation behind Storyboard is rooted in the profound impact storytelling has on human connection and personal growth. For centuries, storytelling has allowed us to share experiences, explore perspectives, and cultivate empathy. However, not everyone has the time, skill, or resources to create engaging narratives. Storyboard aims to break down these barriers, enabling a broader audience to experience the transformative power of narratives. By providing an intuitive platform that harnesses the capabilities of advanced AI models, Storyboard empowers users to become storytellers in their own right. Whether it's for personal reflection, creative expression, or entertainment, Storyboard opens up a world of storytelling possibilities, fostering personal growth and connection through the magic of narratives.
Introducing DermDetect, the Skin Disease App developed by the Vitality Squad. Powered by the PaLM 2 chatbot and an advanced image classification model, DermDetect revolutionizes skin health management. Through its intuitive Streamlit user interface, patients can engage in informative conversations with the chatbot, discussing their skin-related medical concerns. By submitting images, users receive accurate disease classification from 7 different categories. Our model underwent rigorous training on a curated dataset of around 700 images sourced from Kaggle, ensuring precise diagnoses. DermDetect carefully selects images to provide users with reliable results. With an impressive accuracy of approximately 86%, our image classification model serves as a valuable tool in the early detection and understanding of skin diseases. Experience the future of skin health with DermDetect, the ultimate companion in your journey towards well-being.
InfoCards is an innovative educational platform that aims to revolutionize the learning experience. By harnessing the power of AI, InfoCards generates comprehensive flashcards directly from website content. With a simple click of a button, users can transform any webpage into interactive flashcards, saving time and effort. The platform caters to students, teachers, and lifelong learners, offering an intuitive user experience and personalized flashcard groups for efficient knowledge acquisition. InfoCards is committed to continuous improvement and plans to incorporate additional educational methods, such as quizzes, to provide a comprehensive suite of learning tools. Join InfoCards today and ignite your learning journey.
Our idea is to use the power of AI to listen to your meetings and extract just the important things and format it in a readable way for others so that you don't need to go through the hassle of assigning a minute taker or take down the meeting minutes yourself. You can join your meeting room, click start to start recording audio and after your meeting is done, you can either export whatever has been said to a word document or notion which is widely used by companies and startups. If you're worried about having your meeting possibly being listened to, you can even click on the clear button to wipe the recording of your meeting from our database!
Our project is about using Google Vertex AI text-generation model(s) to recommend recently published literary pieces (short fiction, creative nonfiction essays, interviews, etc) published by small, independent or academic literary journals, to a wider audience. The motivation for our project is the grim reality of how underfunded small, literary journals areto increase the readership of literary journals by encouraging our app's users to click on interesting headlines to read the entire piece on the journal's website. We envision that the users could use some filter words to narrow their search or our recommendations. To recommend these pieces, we want to either classify each literary piece or to use AI to summarize it to no more than 10-15 words.
HistoryChat is designed for high school students, transforming their history learning experience by allowing interactive chats with historical figures. Traditional history education often feels detached and unengaging. HistoryChat solves this by providing a platform where students virtually converse with personas like Napoleon or Lincoln, offering an immersive, personalized learning journey. It allows students to explore key historical events and milestones through the eyes of those who 'lived' them. Unique benefits include deepening understanding, fostering curiosity, and creating a hands-on approach to learning history. This revolutionary tool is the future of engaging, technology-empowered education.
Captionize is a cutting-edge AI solution that automates the generation of video descriptions, empowering content creators on YouTube to enhance their productivity, expand their reach, and unlock new revenue opportunities. By harnessing the power of artificial intelligence, Captionize streamlines the creation of video descriptions, saving creators valuable time and providing them with a competitive edge in the digital landscape. YouTube content creators often struggle with crafting engaging video descriptions, limiting their ability to focus on quality content and channel growth. Manual creation is time-consuming and can result in inconsistent or subpar descriptions that hinder outreach efforts and reduce audience discovery. Leveraging advanced AI algorithms, Captionize automatically generates compelling video descriptions. By analyzing the transcript of the video, Captionize creates informative and engaging descriptions tailored to maximize SEO performance, ensuring higher search rankings, increased organic traffic, and improved visibility on YouTube. Captionize presents a compelling business opportunity for both the product and its users. By saving time and offering unique benefits, Captionize is poised to capture a significant market share, providing substantial profits and success to content creators in the growing industry. In conclusion, Captionize revolutionizes video descriptions for YouTube content creators, offering a time-saving, AI-driven solution that optimizes SEO, expands reach, and unlocks new revenue opportunities. With its unique features and benefits, Captionize is well-positioned to thrive in the content creation market, delivering significant profits and success for both the product and its users.
StoryGen represents a groundbreaking initiative poised to revolutionize moral education and character development for children globally. Our mission is to promote global moral education by leveraging artificial intelligence to adapt ancient fables from diverse cultures. In our interconnected world, it is vital to instill strong moral values while embracing the diversity of global cultures. Traditional fables have long been revered for their wisdom. However, by expanding our repertoire to include fables from various ancient traditions, we have an opportunity to create a truly inclusive and impactful educational experience. Our goal is to adapt these fables using AI techniques, ensuring they resonate with children worldwide. Key Features: Cultural Adaptation: StoryGen employs AI technologies to adapt fables, transcending cultural boundaries. For example, Panchatantra fables can be reimagined with western characters, enabling children in Western countries to enjoy and appreciate Indian wisdom. Similarly, fables from Western cultures can be adapted to resonate with children in other regions. This approach promotes cultural exchange and understanding. Age-Appropriate Content: StoryGen dynamically tailors the complexity and vocabulary of the stories to suit the developmental stage of the target audience. Younger children receive fables with simpler language and themes, while older children engage with more nuanced and thought-provoking narratives. Ethical Lessons and Moral Values: StoryGen carefully selects fables that promote positive values, critical thinking, empathy, and character development. E.g. honesty through "The Boy Who Cried Wolf" and gratitude in "The Lion and the Mouse." These lessons are universally applicable and resonate with children from different cultural backgrounds. Language and Communication Skills: StoryGen enhances language and communication skills through engaging stories. Example Content: https://www.youtube.com/@ModernPanchatantra