Samiul Based Shuvo's Projects
The source code of BiCaps-DBP
My paper
Implementation of Complex Valued Neural Networks in Pytorch 🧠
tensorflow 2.4 keras layer that compute cwt(continuous wavelet transformation) on signals
Implementation of Deep Complex UNet Using PyTorch
Official DeiT repository
Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.
EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comparing the performance across different models.
Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.
A robot powered training repository :robot:
In this project, first task was to locate the sounds particular to a heart within the audio data and then segment the audio files on the basis of the two sounds. This segmentation is very helpful in detection of the Cardiovascular Diseases (CVDs).
HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks
Hybrid k-space/image domain, W-net, model for compressed sensing magnetic resonance reconstruction.
Models Supported: Inception [v1, v2, v3, v4], SE-Inception, Inception_ResNet [v1, v2], SE-Inception_ResNet (1D and 2D version with DEMO for Classification and Regression)
An implement of paper "Multi-level Contextual 3D CNNs for False Positive Reduction in Pulmonary Nodule Detection"
Lung nodule detection- LUNA 16
Application of a real-time object detector - YOLO to detect lung nodules. The proposed model provides a second opinion to radiologists when analyzing CT scans, aiming to localize small nodules and identify lung cancer in its early stage when the cancer is most treatable.