Lightly AG provides a computer vision suite for machine learning teams, helping them label data, curate vision datasets, and pretrain models.
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LightlyTrain 0.16.0 introduces LTDETRv2, a suite of real-time transformer-based detectors optimized for edge deployment. The release also adds support for depth estimation inference using Depth Anything V2 and V3 models, and expands SAHI (Slicing Aided Hyper Inference) support to EoMT instance segmentation. Additionally, a new benchmarking command has been integrated to allow users to compare model latency, footprint, and accuracy across different backends, including PyTorch, ONNX Runtime, and TensorRT, facilitating more informed deployment decisions.