Discover Recent AI Hackathons Winners!

Explore lablab.ai's latest winning AI hackathon projects. Dive into innovative applications and find inspiration for your next AI creation!

LoFi Focus

## Implementation - Built as a Chrome browser extension for ease of use - Uses JavaScript content scripts to analyze webpages and play lofi audio - Leverages AudioCraft's MusicGen AI model to generate the lofi tracks - Polished UI allows easy control over the music generation --- ## Our Custom Model We collected a dataset of original non-copyright lofi music. This gave us access to a large corpus of high-quality training data without any copyright issues. We split the lofi songs into 30 second audio clips and paired each clip with a text prompt describing the mood, instruments, tempo and other qualities of that segment. Examples include "slow chill hip hop beat with mellow piano and vinyl crackle" and "upbeat lofi with energetic drums and warm bassline". We formatted this dataset into the required .wav and .txt file pairs that musicgen_trainer expects. The text prompts would guide the model to learn the nuances of lofi hip hop. We then ran musicgen_trainer on this dataset, configuring it to use the small architecture for optimization purposes. We trained for 100 epochs with a learning rate of 1e-5 and batch size of 4. During training, musicgen_trainer used the audio/text pairs to fine-tune MusicGen on lofi music. The pre-trained weights were specialized to generate high quality lofi given descriptive prompts. After training finished, we saved the best performing model checkpoint. We now have a MusicGen variant skilled at generating original lofi tunes according to textual descriptions. --- ## Why Download Our Chrome Extension - Improve focus and concentration when reading - Make reading more enjoyable and relaxing - Boost productivity - Avoid listening fatigue - Portability - Ease of use - Less anxiety - Nostalgia

LoFi Focus
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AudioCraft

DefendIQ Empowering Military Operations through AI

DefendIQ: Uniting AI and IoT for Next-Level Security DefendIQ is a major step forward in security solutions, bringing together AI and IoT devices in perfect harmony. Through customized AI training, we make our AI your personal guard, able to spot threats unique to your situation. Imagine a security system that adapts as your needs change. The real magic happens when IoT devices join the mix. Cameras, drones, and access control systems work together to create a strong security network, like instruments in an orchestra playing in sync. In a world driven by technology, DefendIQ blends real-time data with smart decisions, giving you unmatched security. But our innovation goes beyond gadgets; it's about teamwork. Our AI works with your security team, offering real-time insights and responses, making everyone more effective. We're not replacing humans, we're making them even better. Picture this: someone with a gun. DefendIQ's AI quickly spots it and sets things in motion. Drones fly to get a better view, while the AI and humans work together on a plan. Perimeters lock down, commanders get informed – all part of the strategy. And DefendIQ keeps growing. We can train our AI on your data, so it becomes a perfect fit for your unique environment. Think about the AI noticing things only you would know. This combination of AI and IoT is like a security song, where every note adds to protection. Responsible AI is at the core. Humans are always in charge, making sure things are ethical and accountable. DefendIQ's impact reaches beyond today. Imagine connecting more IoT devices, creating an even stronger security web. With AI guidance, your security team becomes an orchestra of efficiency. In the end, DefendIQ isn't just security; it's progress. It's the blend of technology and teamwork, a strong shield and an ethical approach. It's about guarding your space, empowering your team, and embracing smart innovation. Get ready for the future of security with DefendIQ.

Enigma
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Streamlit
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StableCode Tutor

Building an interactive coding tutor that leverages the StableCode model can be an exciting and educational project. Here's a detailed breakdown of how you could approach this idea: Key Features: User Authentication and Profiles: Allow users to create accounts and log in. Each user should have a personalized profile where their progress, completed exercises, and achievements are tracked. Exercise Library: Create a library of programming exercises covering various difficulty levels and programming concepts. Each exercise should come with a description, a code editor, and an expected output or behavior. Real-time Code Analysis: Integrate a code editor with real-time syntax highlighting and analysis. As users type code, the system should use the StableCode model to analyze the code for errors, suggest improvements, and provide explanations for various coding decisions. Feedback and Suggestions: Based on the analysis, provide immediate feedback and suggestions to users. If the user makes a syntax error, the system should highlight the error and provide guidance on how to correct it. If the user's code could be optimized, the system should suggest more efficient alternatives. Explanation Generation: Use the StableCode model to generate explanations for coding concepts. When a user encounters a new concept, the tutor can provide an explanation that breaks down the concept and provides examples. This could include explanations of data types, control structures, functions, and more. Progress Tracking and Gamification: Track users' progress as they complete exercises. Community Interaction: Allow users to share their code and solutions with the community. They can ask questions, receive feedback from peers, and collaborate on solving challenges. Learning Paths: Offer predefined learning paths that guide users through a series of exercises, gradually increasing in complexity. Learning paths can be tailored to different programming languages and concepts.

Tutor with StableCode
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Streamlit
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StableCode

FutureSync - Transforming Business Dynamics

FutureSync, a groundbreaking innovation poised to reshape the very foundations of business operations. This exceptional platform seamlessly fuses the prowess of AI-driven customer support, real-time market insights, and astute executive assistance. By doing so, FutureSync propels businesses into a realm of untapped potential, capitalizing on the forefront of technological advancement to refine customer interactions, decipher intricate market trends, and fortify executive decision-making. From cultivating personalized customer engagement to orchestrating strategies rooted in data-backed wisdom, FutureSync charts the course for businesses to triumph within the dynamic and ever-evolving business landscape. A steadfast companion in the voyage of growth, productivity, and unwavering support, FutureSync stands as the guiding light, steering businesses toward a future that is both prosperous and efficient. Business Points: Holistic Integration: FutureSync is designed as an all-inclusive solution that bridges customer-centricity, market acumen, and executive precision. This integrated approach aligns with contemporary business demands for comprehensive solutions. Competitive Edge: By harnessing AI-powered customer support and market insights, FutureSync equips businesses with a distinct competitive edge. Swift and tailored customer interactions and real-time market analysis bolster decision-making, positioning businesses ahead of their peers. Empowered Decision-Making: The executive assistance component elevates executive decision-making by amalgamating data-driven insights with strategic direction. This synergy fosters informed choices that drive business growth and sustainability. Operational Efficiency: FutureSync's seamless navigation between growth, productivity, and support enhances operational efficiency across all facets of business. Streamlined processes and refined customer engagement contribute to overall effectiveness.

Enigma
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Vercel
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ATLAS

Startups and venture capital firms have a lot of business system materials to define and generate. To name a few: -Create an LLC -Create articles of incorporation -Create an Operating Plan -Create a business plan -Conduct market analysis -Conduct Investment planning -Write up legal disclaimers, -Build a website landing page -Generate branding materials With ATLAS, you can reduce the amount of time it takes to build your startup’s business system materials from months to minutes. Signup, fill in the forms and let autonomous agents take care of the rest. Redirect more of your time toward developing and delivering the best product to your customers. ATLAS is an intuitively integrated autonomous agent system which uses Claude, OpenAI and llama_index. It performs searches based on a few target areas, including market analysis, investment prospects, scalability, sustainability and more. After the finalized data is generated, ATLAS will then generate the text and PDF for the document. Taking charge of business system materials generation, using data-driven AI, ATLAS generates exceptional business value for startups by freeing up more time (one of the most valuable assets for startup founders) and delivering valuable business system materials at a fraction of the traditional cost. There are currently no other apps which complete all of the business system materials generation tasks that ATLAS offers. ATLAS will transform the business system materials generation app space by functioning as an all-in-one solution to create the different business system materials required for a startup. Technology Tags: Anthropic Appwrite Astro cChardet ChatGPT ChromaDB FastAPI Fooocus Langchain Llama-hub Llama-index lxml Metaphor_python n8n Pydantic PyPDF R3f SentenceTransformers Svelte Trafilatura validators

RentEarth.com
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SpectraCreate -3D Modelling Tool

SpectraCreate emerges as a revolutionary 3D modeling tool that transcends the limitations of traditional software. Powered by WebGPU, it offers a browser-based platform that seamlessly merges accessibility, real-time collaboration, and cutting-edge performance. Designed to democratize 3D modeling, SpectraCreate eliminates the complexities of software installations and compatibility constraints. It becomes an accessible creative canvas accessible from any device with an internet connection, empowering beginners and experts alike. Collaboration evolves with SpectraCreate's real-time editing, enabling multiple users to work on projects simultaneously regardless of their geographical locations. This transforms design into a cooperative endeavor, boosting efficiency and creativity. The user-centric interface of SpectraCreate enhances the design process by making tools intuitive and navigation effortless. It encourages exploration, experimentation, and artistic freedom, resonating with professionals and enthusiasts. A versatile toolkit ensures compatibility with various creative needs. Whether crafting game environments, architectural prototypes, or intricate product visualizations, SpectraCreate offers a range of tools that cater to diverse visions. Cost-effectiveness remains central to SpectraCreate's philosophy. Flexible pricing plans cater to freelancers, students, small teams, and enterprises, aligning with a commitment to make innovation affordable for all WebGPU integration elevates performance, enabling real-time rendering and fluid interactions. SpectraCreate provides an environment that keeps pace with creativity, eliminating technological bottlenecks. The horizons of creation expand with SpectraCreate. It's a platform that empowers designers, artists, architects, and developers to bring their ideas to life. From gaming to architectural visualization, it opens doors to new dimensions of creative exploration.

3D Modeling Tool
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WebGPU

Mehdees Moves

Mehdee's Moves is an innovative interactive experience that combines music and visual artistry. Users can select their favorite songs from Spotify and witness a virtual dancer come to life through the power of WebGPU technology. As the music plays, the dancer's movements are synchronized to the song's rhythm and tempo, creating a captivating dance performance that unfolds in real-time. The immersive fusion of music and dynamic visuals offers a unique and engaging way to enjoy music, allowing users to see and feel the beats come alive through the expressive motions of the virtual dancer. Mehdee's Moves introduces an interactive audio-visualizer that holds potential for various business applications, including marketing, UI/UX design, and graphical purposes. By synchronizing music with captivating visuals, this platform offers a unique and engaging experience for users. **Enhanced Marketing:** Businesses can leverage the audio-visualizer to create more captivating and memorable marketing content. Ads, social media campaigns, and promotional materials can incorporate synchronized visuals and music to capture attention and convey brand messages in a creative way. While it may not completely revolutionize marketing, it can add an exciting dimension to campaigns. **Immersive UI/UX:** In the realm of UI/UX design, the audio-visualizer can provide a novel interaction element. Incorporating it into interfaces can enhance user engagement by offering real-time visual feedback during interactions. While not a panacea for all UI/UX challenges, it can contribute to making interfaces more dynamic and immersive. **Visual Enhancement:** In conclusion, Mehdee's Moves introduces a fresh approach to incorporating audio and visuals, offering potential benefits for marketing content, UI/UX interactions, graphical design, and event experiences.

Cyber Trash Pandas
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Vercel
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WebGPU

WebML Assist

Elevate the realm of machine learning with "WebML Assist." This innovative project integrates the power of WebGPU and the capabilities of the "BabyAGI" framework to offer a seamless, high-speed experience in machine learning tasks. "WebML Assist" empowers users to build, train, and deploy AI models effortlessly, leveraging the parallel processing of GPUs for accelerated training. The platform intuitively guides users through data preprocessing, model architecture selection, and hyperparameter tuning, all while harnessing the performance boost of WebGPU. Experience the future of efficient and rapid machine learning with "WebML Assist." Technologies Used: WebGPU OpenAI APIs (GPT-3.5, GPT-4) BabyAGI Pinecone API (for task management) FineTuner.ai (for no-code AI components) Python (for backend) Redis (for data caching) Qdrant (for efficient vector similarity search) Generative Agents (for simulating human behavior). AWS SageMaker (for developing machine learning models quickly and easily build, train, and deploy). Reinforcement learning (is an area of machine learning concerned with how intelligent agents). Categories: Machine Learning AI-Assisted Task Management Benefits: "WebML Assist" brings together the capabilities of WebGPU and AI frameworks like "BabyAGI" to provide an all-encompassing solution for ML enthusiasts. Users can seamlessly transition from data preprocessing to model deployment while harnessing the GPU's power for faster training. The incorporation of AI agents ensures intelligent suggestions and efficient task management. By integrating AI, GPU acceleration, and user-friendly interfaces, "WebML Assist" empowers both novice and experienced ML practitioners to unlock the true potential of their projects, transforming the way AI models are built, trained, and deployed.

GPU Titans
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replit
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WebGPUOpenAIBabyAGIFineTuner.aiGPT-3.5RedisQdrantGenerative AgentsAWS SageMakerReinforcement Learning