AWS AI Research Proposes an Advanced Machine Learning Data Augmentation Pipeline Leveraging Controllable Diffusion Models and CLIP for Enhanced Object Detection

Modern object detection algorithms rely heavily on deep learning models that have been trained end-to-end. Simply training these models with a bigger and more diversified annotated dataset is a somewhat brutish but effective formula for additional performance improvement. Nevertheless, for object detection to work, one needs the names of the items in the images and […]

The post AWS AI Research Proposes an Advanced Machine Learning Data Augmentation Pipeline Leveraging Controllable Diffusion Models and CLIP for Enhanced Object Detection appeared …

advanced ai research ai shorts algorithms applications artificial intelligence augmentation aws aws ai bigger clip computer vision data dataset deep learning detection diffusion diffusion models editors pick improvement machine machine learning machine learning data modern performance pipeline research staff tech news technology training