Shypd.aiThe largest open index of AI toolsDataset_Synthesizer is an NVIDIA plugin for computer vision researchers to export high-quality synthetic images with metadata. It supports segmentation, depth, object pose, and bounding boxes, enabling randomized scene generation for deep neural networks.
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NVIDIA Deep learning Dataset Synthesizer (NDDS) is a powerful UE4 plugin designed for computer vision researchers. It facilitates the export of high-quality synthetic images along with comprehensive metadata, including segmentation, depth, object pose, bounding boxes, keypoints, and custom stencils. Beyond simple export, NDDS incorporates various components for generating highly randomized images, encompassing lighting, objects, camera positions, poses, textures, and distractors, as well as camera path following. These capabilities collectively enable researchers to effortlessly create diverse and randomized scenes, which are crucial for effectively training deep neural networks and overcoming the limitations of hand-labeled data.
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