Hardik Vekariya's starred repositories

GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

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pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

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bazel

a fast, scalable, multi-language and extensible build system

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mlflow

Open source platform for the machine learning lifecycle

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instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

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DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

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External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

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Megatron-LM

Ongoing research training transformer models at scale

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kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

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kornia

Geometric Computer Vision Library for Spatial AI

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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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lama

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

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PaddleGAN

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

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TensorLayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

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WantWords

An open-source online reverse dictionary.

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

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PaddleClas

A treasure chest for visual classification and recognition powered by PaddlePaddle

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AnimeGANv2

[Open Source]. The improved version of AnimeGAN. Landscape photos/videos to anime

SynapseML

Simple and Distributed Machine Learning

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river

🌊 Online machine learning in Python

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ByteTrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

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Image-Super-Resolution-via-Iterative-Refinement

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

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glide-text2im

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

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geemap

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

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Objectron

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

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hyperstyle

Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666

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bagua

Bagua Speeds up PyTorch

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neuspell

NeuSpell: A Neural Spelling Correction Toolkit

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PyTouch

PyTouch is a machine learning library for tactile touch sensing.

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Skin-Cancer-Classification-using-Deep-Learning

Classify Skin cancer from the skin lesion images using Image classification. The dataset for the project is obtained from the Kaggle SIIM-ISIC-Melanoma-Classification competition.

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