Voxel51 Filtered Views Newsletter - November 1, 2024

Hands-on Data Centric Visual AI Course on Coursera

Are you looking for a course to level up your computer vision skills? Take the limited time free course on Data-Centric Visual AI by Voxel51's Harpreet Sahota on Coursera today!

• ?? Discover different labeling approaches, from manual to fully automated
• ??? Master annotation quality for object detection tasks and fix common issues
• ?? Analyze how bounding box quality impacts model performance and boost label consistency
• ?? Use advanced tools like FiftyOne and CVAT to explore datasets and refine annotations
• ?? Tackle complex computer vision challenges like occlusions and small object detection
• ?? Implement data augmentation techniques to improve model robustness

This course is a must for anyone looking to take their visual AI skills to the next level.

Start learning now how to build high-quality datasets like a pro! ?? Learn more here: https://www.coursera.org/learn/hands-on-data-centric-visual-ai

?? ECCV 2024 Redux

Missed the European Conference on Computer Vision (ECCV) last month? No need for FOMO, we have collected some of the best research from the show into a series of online events in November. Do not forget to register for each of the event days to go over some of the most interesting research presented at ECCV.

?? Day 1

• Fast and Photo-realistic Novel View Synthesis from Sparse Images - Avinash Paliwal at Texas A&M University
• Robust Calibration of Large Vision-Language Adapters - Balamurali Murugesan at école de technologie supérieure
• Tree-of-Life Meets AI - Mridul Khurana at Virginia Tech & NSF

?? Day 3

• Closing the Gap Between Satellite and Street-View Imagery Using Generative Models - Ningli Xu at The Ohio State University
• High-Efficiency 3D Scene Compression Using Self-Organizing Gaussians - Wieland Morgenstern at Fraunhofer Heinrich Hertz Institute HHI
• Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures - Maximilian R. and Yannick Kirchhoff at Medical Image Computing (MIC) @DKFZ German Cancer Research Center and Heidelberg University

?? Day 4

• Zero-shot Video Anomaly Detection: Leveraging Large Language Models for Rule-Based Reasoning - Yuchen Yang at John Hopkins University
• Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models- Xiaoyu Zhu at Carnegie Mellon

??? Good Listens

???. Upcoming In-Person Events

Check out these upcoming In-Person AI, machine learning and computer vision events! View the full calendar and register for an event.

???. Upcoming Virtual Events

Check out these upcoming Virtual AI, machine learning and computer vision events! View the full calendar and register for an event.