Sofia Kirillova's starred repositories
DataProcessingFramework
Framework for processing and filtering datasets
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
Diffusion_HPC
Official Repository for "Diffusion HPC: Generate Synthetic Data for Human Mesh Recovery in Challenging Domains" (3DV 2024 Spotlight)
aesthetics
Image Aesthetics Toolkit - includes Fisher Vector implementation, AVA (Image Aesthetic Visual Analysis) dataset and fast multi-threaded downloader
daclip-uir
[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
Kandinsky-2
Kandinsky 2 — multilingual text2image latent diffusion model
Efficient-Segmentation-Networks
Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)
awesome_lightweight_networks
The implementation of various lightweight networks by using PyTorch. such as:MobileNetV2,MobileNeXt,GhostNet,ParNet,MobileViT、AdderNet,ShuffleNetV1-V2,LCNet,ConvNeXt,etc. ⭐⭐⭐⭐⭐
semantic-segmentation
SOTA Semantic Segmentation Models in PyTorch
fashion-clip
FashionCLIP is a CLIP-like model fine-tuned for the fashion domain.
efficient-dl-systems
Efficient Deep Learning Systems course materials (HSE, YSDA)
TinyNeuralNetwork
TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.
stable-diffusion
A latent text-to-image diffusion model
nuwa-pytorch
Implementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch
DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
Implicit-Internal-Video-Inpainting
[ICCV 2021]: IIVI: Internal Video Inpainting by Implicit Long-range Propagation
glide-text2im
GLIDE: a diffusion-based text-conditional image synthesis model