Sofia Kirillova (gofixyourself)

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DataProcessingFramework

Framework for processing and filtering datasets

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sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

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Diffusion_HPC

Official Repository for "Diffusion HPC: Generate Synthetic Data for Human Mesh Recovery in Challenging Domains" (3DV 2024 Spotlight)

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aesthetics

Image Aesthetics Toolkit - includes Fisher Vector implementation, AVA (Image Aesthetic Visual Analysis) dataset and fast multi-threaded downloader

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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.

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AutoChar

Stable Diffusion WebUI extension for fast and easy automatic creation of detailed character art.

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DeDoDe

[3DV 2024 Oral] DeDoDe 🎶 Detect, Don't Describe --- Describe, Don't Detect, for Local Feature Matching

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RoboDepth

[NeurIPS 2023] RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions

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PLIP

The official code of "PLIP: Language-Image Pre-training for Person Representation Learning"

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Kandinsky-2

Kandinsky 2 — multilingual text2image latent diffusion model

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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.)

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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. ⭐⭐⭐⭐⭐

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fastseg

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

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semantic-segmentation

SOTA Semantic Segmentation Models in PyTorch

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fashion-clip

FashionCLIP is a CLIP-like model fine-tuned for the fashion domain.

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milvus

A cloud-native vector database, storage for next generation AI applications

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efficient-dl-systems

Efficient Deep Learning Systems course materials (HSE, YSDA)

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SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

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FSS

Prototype-based Incremental Few-Shot Semantic Segmentation

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TinyNeuralNetwork

TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.

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yolov7_d2

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

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XNNPACK

High-efficiency floating-point neural network inference operators for mobile, server, and Web

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stable-diffusion

A latent text-to-image diffusion model

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hagrid

HAnd Gesture Recognition Image Dataset

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ru-dalle

Generate images from texts. In Russian

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nuwa-pytorch

Implementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch

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DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

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Implicit-Internal-Video-Inpainting

[ICCV 2021]: IIVI: Internal Video Inpainting by Implicit Long-range Propagation

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glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

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