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Top 3 attention-mechanisms open source projects

📈 PyTorch dual-attention LSTM-autoencoder for multivariate Time Series 📈

✭ 198

python time-series pytorch forecasting autoencoder multivariate-timeseries attention-mechanisms lstm-autoencoder

Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder structure with deep supervision (—𝘜𝘕𝘦𝘵++). Built in TensorFlow 2.5. Configured for voxel-level clinically significant prostate cancer detection in multi-channel 3D bpMRI scans.

✭ 32

python mri-images computer-aided-detection attention-mechanisms prostate-cancer computer-aided-diagnosis seresnet tensorflow-keras unetplusplus attention-unet probabilistic-unet

multi-heads-attention-image-classification

Multi heads attention for image classification

✭ 72

python computer-vision tensorflow keras attention-is-all-you-need attention-mechanisms

1-3 of 3 attention-mechanisms projects