Beast code in Giters

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

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transformers-bloom-inference

Fast Inference Solutions for BLOOM

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Smoothly-Blend-Image-Patches

Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.

Language:PythonMIT35600

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

Language:PythonMIT3681800

kornia

Geometric Computer Vision Library for Spatial AI

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stable-diffusion-webui

Stable Diffusion web UI

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ai-collection

The Generative AI Landscape - A Collection of Awesome Generative AI Applications

MIT678000

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

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punq

An IoC container for Python 3.6+

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HRNet-Semantic-Segmentation

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

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pytorch-apple-silicon

Setup PyTorch on Mac/Apple Silicon plus a few benchmarks.

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deep_learning_object_detection

A paper list of object detection using deep learning.

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pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

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loggingisfun

A tutorial on logging in your Python package

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lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

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dotfiles

Personal configuration files for bash, zsh, git, vim, screen etc.

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segmenter

[ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation

Language:PythonMIT79700

awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

152100

stats

macOS system monitor in your menu bar

Language:SwiftMIT2259400

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

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semantic-segmentation

SOTA Semantic Segmentation Models in PyTorch

Language:PythonMIT77100