Twine specializes in providing audio and video datasets via our global community of creative freelancers for machine learning and AI research projects. Datasets in specific environments can also be arranged, including indoor video datasets or outdoor video datasets and we can even arrange for specific clothing or costumes to be provided. As well as object recognition and facial recognition datasets, Twine can also provide drone video datasets on request. In terms of audio datasets, speech recognition and audio scene analysis are the most common requests we receive. However, recordings can also be collected to form datasets of online conversations for training AI. Audio datasets can also be arranged in specific languages; e.g. an audio dataset of American English or Portuguese Brazilian.
External link for Twine AI
Building AI is exciting, but data collection? Not so much. We feel your pain. We're curious to hear what gives you the biggest headaches when it comes to collecting data for your AI/ML models. 🤔 Help us out by voting in our poll! 👇 #data #ai #machinelearning #datascience #poll #linkedinpoll #trainingdata
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India's new AI rules: opportunity or obstacle for AI? India announced new regulations requiring government approval before companies can launch AI models. This move underscores the pressing need for high-quality, ethical data to train trustworthy AI systems. After all, the models will undoubtedly face greater scrutiny under these new rules. But what does this mean for your business? Is it an opportunity to get ahead of the curve on responsible AI? Or a potential obstacle that could hamper innovation? What do you think?
Is Your AI Missing the Bigger Picture? Ever wonder why your AI model seems to miss the mark with your images? It might have to do with image annotation. Think of it like teaching your AI to see. By labelling and identifying specific objects and regions within images, we provide "ground truth" information that allows AI algorithms to understand and analyse visual data. This translates to: - Sharper object detection: Your AI can pinpoint objects more accurately. - Enhanced image recognition: It can "see" and understand the content of your images better. - Improved segmentation: It can distinguish between different elements within an image. Swipe through to learn essential best practices for high-quality image annotation 👉
Our team is currently on set in Heywood, creating high-quality AI avatars for a client in the video production industry. But that's just one example of how we can help! Have a unique data collection challenge? Bring it on! We're experts in turning complex requirements into valuable data assets 🤩 Any requirement, any scenario 🤝 #AIavatars #datacollection #customdata #ml
Henry Martinez, a data scientist who faced a major roadblock in building an AI model to predict aircraft engine failure. Despite having data on turbine engines and maintenance logs, the lack of specific equipment failure data hindered the AI model's development. Successful AI projects require overcoming key data barriers. Let's explore the real challenges businesses face with data during AI adoption 👇
For years, tech giants have struggled with bias in AI models influencing real-world outcomes. Amazon's recruiting engine penalised resumés with the word "women's", while Google's ad ranking systems have been accused of gender profiling. As algorithms amplify social biases, inclusion remains lacking. Achieving diversity requires identifying and mitigating bias at the root causes - in data and machine learning pipelines. Here are the 3 instances to identify bias in your model 👇 #biases #biasawareness #databias #trainingdata
Can't keep calm because we got selected as one of the startups to watch in 2024 by Manchester Angels ! 🙌
Which startups should you be keeping an eye on in 2024? 👀 🗂️ HACE: Data Changing Child Labour – In the age of artificial intelligence, HACE are turning the technology to a truly worthy cause. Their AI-powered Child Labour Index scores companies against a specialised ESG rating to build real-time reports on company labour practices. They aim to raise awareness for the 160 million children currently in child labour, and empower asset managers and investors to make informed investment decisions. 🌊 Molymem Ltd. – This young start-up has one grand ambition – to make clean water and air possible for all. Backed by an experienced team of scientists, engineers and laboratory managers, Molymem are developing a new class of functional and sustainable membranes to address global wastewater, municipal, and industrial water challenges. 🚀 Twine – With freelancing and contracting becoming ever more popular, Twine is the new matchmaker on the block when it comes to finding the perfect freelance fit. Their innovative platform allows job posters to share a detailed brief, so new hires can hit the ground running. And, it's already being used by over 35,000 companies to find creative talent! 🎶 GigPig – Whether you're booking or open for gigs, GigPig is the centralised platform for venues and artists. And with more than 600 venues and 5000 artists signed up across 22 cities, it's no surprise that the company is the UK's fastest-growing live music marketplace. 🔥 Mat Zero – If you're looking to make a difference with your investment, look no further than MatZero. Their safe and sustainable heating mat provides refugees, and those in disaster zones, with vital warmth inside temporary shelters. 🧠 ND Axon Limited – Partnered with the University of Manchester, ND Axon are improving lives for neurodivergent people every day. Their 'Inclusive Recruitment Robot' is geared to neurodiverse candidates, and aims to help businesses recruit, cut hiring costs, and diversify their teams. Beyond that, they also developed a diagnostic tool allowing patients to get an instant neurodiverse diagnosis, without years of waiting. 🏄♂️ adventuro – Ready for an adventure? With Adventuro, you can discover and book over 20 sports -- from paddleboarding to mountain biking to scuba diving! Their simple booking platform makes it easier than ever to find your next adventure, or even gift vouchers to a loved one. 📝 Gaia Learning – Not everyone learns in the same way – this is something Gaia Learning can attest to. Founded by parents of neurodivergent children, their platform provides highly interactive and engaging 30-minute classes with resources available 24/7. And they're registered with the University of Cambridge! Looking to join the list? Or, if you’re an angel looking to invest, make a difference and stop startups from making some of the mistakes you’ve made? Drop us a line or visit our website https://lnkd.in/e5W65FS2 #angelinvesting #investment #techstartups
Managing countless iterations of training and validation datasets is one of the biggest challenges in AI development. But how do you track changes? Restore old versions? Understand data drift over time? We explore these key issues and how robust dataset version control tools are becoming critical enablers of ML workflows in our latest blog 👇 Which data version control tool do you use ? Let us know in the comment section below! #dataset #datacollecction