Minimal code and simple experiments to play with Denoising Diffusion Probabilistic Models (DDPMs)

All experiments have tensorboard visualizations for samples / train curves etc. To run the toy data experiments: python scripts/train_toy.py –dataset swissroll –save_path logs/swissroll To run the discrete mode collapse experiment: python scripts/train_mnist.py –save_path logs/mnist_3 –n_stack 3 This requires the pretrained mnist classifier: python scripts/train/mnist_classifier.py To run the CIFAR image generation experiment: python scripts/train_cifar.py –save_path logs/cifar To run the CelebA image generation experiments: python scripts/train_celeba.py –save_path logs/celeba GitHub

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Official repository of SimViT

This is a official repository of SimViT.We will open our models and codes about object detection and semantic segmentation soon.Our code references the PVT, thanks a lot for their outstanding work! @misc{li2021simvit, title={SimViT: Exploring a Simple Vision Transformer with sliding windows}, author={Gang Li and Di Xu and Xing Cheng and Lingyu Si and Changwen Zheng}, year={2021}, eprint={2112.13085}, archivePrefix={arXiv}, primaryClass={cs.CV} }    

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GMHI: Gut Microbiome Health Index

Description Gut Microbiome Health Index (GMHI) is a robust index for evaluatinghealth status based on the species-level taxonomic profile of a stoolshotgun metagenome (gut microbiome) sample. Installation To avoid dependency conflicts, create an isolated conda environment andinstall gmhi Install via conda conda create –name gmhi_env -c danielchang2002 python=3.7 gmhi Activate environment Usage

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Represents a Lavalink client used to manage nodes and connections

Represents a Lavalink client used to manage nodes and connections. setup setup lavalink you need to java 11* LTS or newer required. install lavalink last version, create application.yml, run the server config lavaplayer server info from .LavalinkClient() set information connection host=”127.0.0.1″, # server ip address port=8888, # port password=”password”, # password authentication bot_id=123 # bot id license take to LICENSE file GitHub   To finish reading, please visit source site

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A repository that finds a person who looks like you by using face recognition technology

Hello everyone, I’ve always wondered how casting agencies do the casting for a scene where a certain actor is young or old for a movie or TV show. I respect the art of make-up, but I am one of those who think that a different actor should play in that scene. If we look at the developments in computer vision in recent years, there will be no need for make-up in such cases. I think that face swapping and similar […]

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