Shahmatov Arseniy's starred repositories
latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
MCS2022-Top-2-solution
MCS2022-Top-2-solution
VQ-Diffusion
Official implementation of VQ-Diffusion
glide-text2im
GLIDE: a diffusion-based text-conditional image synthesis model
avengers-ensemble
Golden Transformer (October 2021-December 2022 SOTA Russian SuperGLUE)
webdataset
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
Kaggle-IMC-solution
The solution and code for Image Matching Challenge.
DeepSpeedTuning
Simple example of tuning rugpt3 Large with deepspeed
laion-prepro
Get hundred of million of image+url from the crawling at home dataset and preprocess them
CLIP_prefix_caption
Simple image captioning model
Dalle2-Decoder
Dalle2-Decoder for image generation tasks
kaggle-happy-whale
My part of pipeline for Happywhale 2022 competition.
nto-ai-text-recognition
Optical Character Recognition + Instance Segmentation for russian and english languages
genganbot_aiogram
This is a bot for Telegram that makes you picture look like thy were created by Van Gogh, Picasso or any painter you like
Mask-R-CNN
tutorial for object detection
hyperbolic-image-embeddings
Supplementary code for the paper "Hyperbolic Image Embeddings".
digital-peter-ocrv
1st place (public LB) solution of AIJ2020 Sberbank competition (Digital Peter)
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
NormalizedNerd
Codes for the videos of my YouTube channel