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dfd's Projects

kair icon kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DnCNN, FFDNet, SRMD, DPSR, MSRResNet, ESRGAN, IMDN

kat icon kat

The code for Kernel attention transformer (KAT)

libself icon libself

PyTorch Lightning based framework to run experiments for self-supervised learning tasks.

lidc-binary-classification icon lidc-binary-classification

This repository contains code to pre-process the LIDC-IDRI dataset of CT-scans with pulmonary nodules into a binary classification problem, easy to use for learning deep learning

lightly icon lightly

A python library for self-supervised learning.

lightweight-segmentation icon lightweight-segmentation

Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igvc3).

lstr icon lstr

This is an official repository of End-to-end Lane Shape Prediction with Transformers.

lung-cancer-detection-using-3d-cnn icon lung-cancer-detection-using-3d-cnn

This project aims to construct a photo-realistic version of hand-drawn sketches of human faces using Deep Convolutional Neural Networks, using the CelebA dataset varying extensively in terms of pose, occlusion, illumination and background clutter. - TensorFlow library used to train CNN and OpenCV used for preprocessing and filtering data.

mae icon mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

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