Olga Dovzhenko's starred repositories

gpt4all

GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

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PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

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MONAI

AI Toolkit for Healthcare Imaging

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Depth-Anything

[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation

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Open3D

Open3D: A Modern Library for 3D Data Processing

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catalyst

Accelerated deep learning R&D

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insightface

State-of-the-art 2D and 3D Face Analysis Project

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albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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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

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rt-motion-detection-opencv-python

High-performance noise-tolerant motion detection algorithm implemented with Python3, Numba, Numpy

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segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

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