This week in AI & Machine Learning: Robotics in agriculture, making fairer AI, zapping mosquitoes, evolution of medical imaging, TensorFlow 2.5.0, semi-supervised learning, 4D panoptic LiDAR segmentation, and more!
🤖 Artificial Intelligence News:
- AppHarvest acquires ag robotics and artificial intelligence company Root AI to increase efficiency
- Facebook is trying to make AI fairer by paying people to give it data
- AI helps zap mosquito larvae before they become a problem “IBM Watson AI XPRIZE showcases the ‘art of the possible’ when the power of AI is unleashed to help address some of society’s toughest challenges”
- ‘Deep Nostalgia’ Uses AI to Make Old Photos of Your Relatives Wink, Nod, Dance, and More
- Artificial intelligence can now design new antibiotics in a matter of days
- Computer Vision and the Evolution of Medical Imaging
- Manufacturers embrace robots, the perfect pandemic worker
🛠️ Developer Tools & Education:
- TensorFlow 2.5.0-rc0 Release ← a fair amount of new features released in tensorflow 2.5.0.
- OpenCV Face detection with Haar cascades
- What Is Semi-Supervised Learning
- Speedy Model Training With RAPIDS + Determined AI
- Working on Natural Language Processing (NLP) With PyTorch
🎤 Interesting Podcasts & Interviews:
📄 Notable Research Papers:
- Streaming Self-Training via Domain-Agnostic Unlabeled Images
- 4D Panoptic LiDAR Segmentation
- Forecasting Characteristic 3D Poses of Human Actions
- Leaving Goals on the Pitch: Evaluating Decision Making in Soccer
- An Empirical Study of Training Self-Supervised Visual Transformers
- Multiview Pseudo-Labeling for Semi-supervised Learning from Video
- Group-Free 3D Object Detection via Transformers
- Towards General Purpose Vision Systems
