Roman Solovyev

Library for 3D augmentations

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Modification of convolutional neural net "UNET" for image segmentation in Keras framework

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Function to calculate mAP for set of detected boxes and annotated boxes.

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Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

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Optimize layers structure of Keras model to reduce computation time

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Generator of verilog description for FPGA MobileNet implementation

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Code for 15th place in Kaggle Google AI Open Images - Object Detection Track

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Verilog Generator of Neural Net Digit Detector for FPGA

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Set of models for classifcation of 3D volumes

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Code and pre-trained models for Instance Segmentation track in Open Images Dataset

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