Voxel51 vs. Booking Force

FiftyOne by Voxel51 - the most powerful visual AI and computer vision data platform. Without the right data, even the smartest AI models fail. FiftyOne gives machine learning engineers the power to deeply understand and evaluate their visual datasets—across images, videos, 3D point clouds, geospatial, and medical data. With over 2.8 million open source installs and customers like Walmart, GM, Bosch, Medtronic, and the University of Michigan Health, FiftyOne is an indispensable tool for building computer vision systems that work in the real world, not just in the lab. FiftyOne streamlines visual data curation and model analysis with workflows to simplify the labor-intensive processes of visualizing and analyzing insights during data curation and model refinement—addressing a major challenge in large-scale data pipelines with billions of samples. Proven impact with FiftyOne: ⬆️30% increase in model accuracy ⏱️5+ months of development time saved 📈30% boost in team productivity Learn more about FiftyOne: 🔍Data Curation & Management: Explore and curate your datasets with precision. Get insights into distribution, diversity, coverage, and more to optimize AI performance. Analyze billions of samples, hosted securely on your infrastructure, whether in the cloud or on-premise. 📊Model Evaluation: Quickly identify what’s driving model failures or successes. From aggregate performance metrics to sample-level diagnostics, diagnose failure modes and edge cases preventing your models from reaching optimal performance in production. ✏️Smarter Annotation: Accelerate your labeling workflow with Verified Auto-Labeling. Reduce annotation costs by up to 75% while improving model performance with strategic data selection, one-click QA, and smart ranking. At Voxel51, we empower hundreds of thousands of ML engineers around the world to unlock data insights to maximize model performance.

Our team has successfully developed two of the leading booking engines globally, which are now in use by major entities in the hospitality technology space. With a collective experience exceeding fifty years in hotel operations, we contemplated how to approach the industry from a fresh perspective. We explored what critical components were lacking that every hotelier genuinely needs. After interacting with thousands of hotels over fifteen years, we managed to distill our insights into one fundamental concept. The industry faces a profound disconnect with its clientele. While travel is inherently an experiential service that requires contemporary technology, we must reflect on the reasons behind our push to automate the customer journey so heavily. Enter BookingForce; we aim to transform the experience by functioning as a vital component of your back office team, allowing you to leverage the benefits of cutting-edge technology with ease. Our mission focuses on closing the gap and fostering a stronger human connection throughout the hospitality experience, ultimately ensuring that technology complements rather than replaces the personal touch. By doing so, we hope to redefine how hotels engage with their guests, creating memorable experiences that resonate on a deeper level.