DenoisingDiffusionProbabilityModel-ddpm-

This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.

Deepurify

Deepurify is a tool to filter the contaminated contigs in a MAG with a language model.

ResNeXt_FPN

Use the frame of ResNeXt-50 and FPN model to do classification.

Objection-Detection-using-MaskRCNN-and-FasterRCNN

This is an objection detection project. I have builded the MaskRCNN and FasterRCNN by using pytorch.

Use-Diversity-Convolution-Blocks-To-Simulate-Transformer-Feature-Extraction

This net is created by myself , and named diversity convolution blocks to simulate transformer with FPN . This is an Test for one of unit of this net . It gets powerful result !