Shypd.aiThe largest open index of AI toolsSimpleDet is an open-source AI framework for object detection and instance recognition. It offers highly scalable distributed training and supports state-of-the-art models with FP16 training for memory saving and acceleration.
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SimpleDet is a versatile, open-source framework designed for object detection and instance recognition tasks. It boasts major features such as FP16 training for significant memory savings and up to 2.5X acceleration, alongside highly scalable distributed training capabilities. The framework provides full coverage of state-of-the-art models, including FasterRCNN, MaskRCNN, CascadeRCNN, RetinaNet, and EfficientNet, among others. It also includes extensive features like large batch BN, loss synchronization, automatic BN fusion, soft NMS, and multi-scale train/test. SimpleDet's modular design allows for coding-free exploration of new experiment settings, making it a powerful tool for researchers and developers in the AI domain.
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