Paula Ramos is a Senior Computer Vision Machine Learning Advocate Lead at Voxel51. She spoke to me at CVPR 2025 in Nashville. Computer Vision News Computer Vision News 20 Who is Voxel51? Voxel51 is more than the company that is putting its name in the liner at CVPR. It is the company behind the FiftyOne platform. FiftyOne is the only data-centric AI platform where basically we have the mission to improve the dataset quality, to improve the model performance. Who needs this? Everyone in the computer vision field. You need to understand your dataset. You need to understand what kind of computer vision tasks you need. You can understand maybe the cluster that the raw data has. You can maybe also understand the annotations, if you have mislabeled something. And also, you can understand the predictions. So, you can understand everything. And at the end with the predictions, you can also compare with model evaluation how the model is performing with those data. How did we do before Voxel51 to make research? Oh my gosh, you know, I think that FiftyOne is a time saver. Because before that, you needed to maybe navigate a JSON file with all the file names and patterns that you have and metadata. With FiftyOne, you can visualize everything in one single platform. FiftyOne has an SDK and a GUI. You need to code and program in the SDK. And then you can launch the session of the GUI and you can curate, filter the information. Before that, you needed From the CVPR Expo
RkJQdWJsaXNoZXIy NTc3NzU=