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nygmalin's Projects

attention-module icon attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

gan-defect icon gan-defect

demo project of <A Surface Defect Detection Method Based on Positive Samples>, deployed in pytorch

iterdet icon iterdet

IterDet: Iterative Scheme for Object Detection in Crowded Environments

memae-anomaly-detection icon memae-anomaly-detection

MemAE for anomaly detection. -- Gong, Dong, et al. "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection". ICCV 2019.

osvos-pytorch icon osvos-pytorch

PyTorch implementation of One-Shot Video Object Segmentation (OSVOS)

siamese-pytorch icon siamese-pytorch

Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot

video_analyst icon video_analyst

A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.

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