nikosips

nikosips's Stars

• google/jax

  Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

  Language:Python29.9k3295.5k2.7k

• deepinsight/insightface

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

  Language:Python22.8k5122.5k5.3k

• jacobgil/pytorch-grad-cam

  Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

  Language:Python10.2k444081.5k

• tensorflow/tpu

  Reference models and tools for Cloud TPUs.

  Language:Jupyter Notebook5.2k3554731.8k

• rom1504/img2dataset

  Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

  Language:Python3.6k31254333

• paperswithcode/releasing-research-code

  Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

  2.6k566713

• webdataset/webdataset

  A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

  Language:Python2.2k22317174

• google-research/big_vision

  Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

  Language:Jupyter Notebook2.2k4154147

• google-deepmind/optax

  Optax is a gradient processing and optimization library for JAX.

  Language:Python1.6k34235176

• google/vizier

  Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

  Language:Python1.4k242994

• rapidsai/raft

  RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

  Language:Cuda73725665188

• ldeecke/gmm-torch

  Gaussian mixture models in PyTorch.

  Language:Python50122785

• mazhengcn/suggested-notation-for-machine-learning

  This introduces a suggestion of mathematical notation protocol for machine learning.

  Language:TeX43110270

• google-research/l2p

  Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22

  Language:Python39883840

• google-research/task_adaptation

  Language:Python307161534

• google/grain

  Language:Python253111717

• MKLab-ITI/visil

  Authors official PyTorch implementation of the "ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning" [ICCV 2019]

  Language:Python204102238

• xthan/polyvore-dataset

  Dataset used in paper "Learning Fashion Compatibility with Bidirectional LSTMs"

  1916542

• GWUvision/Hotels-50K

  Language:Python13614623

• microsoft/art

  Exploring the connections between artworks with deep "Visual Analogies"

  Language:TypeScript9413118

• mever-team/distill-and-select

  Authors official PyTorch implementation of the "DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval" [IJCV 2022]

  Language:Python6410119

• jokofa/torch_kmeans

  PyTorch implementations of KMeans, Soft-KMeans and Constrained-KMeans which can be run on GPU and work on (mini-)batches of data.

  Language:Python50395

• ustc-vim/vegfru

  VegFru: A Domain-Specific Dataset for Fine-grained Visual Categorization

  Language:Jupyter Notebook45238

• jhgan00/image-retrieval-transformers

  (Unofficial) PyTorch implementation of Training Vision Transformers for Image Retrieval(El-Nouby, Alaaeldin, et al. 2021).

  Language:Python44286

• yixiaoer/tpux

  A set of Python scripts that makes your experience on TPU better

  Language:Python34240

• affjljoo3581/deit3-jax

  Jax/Flax implementation of DeiT and DeiT-III (ViT)

  Language:Shell13202

• XueFuzhao/HowToRunScenic

  Language:Shell13201

• pavelsuma/ames

  AMES: Asymmetric and Memory-Efficient Similarity

  80

• GoktugGuvercin/Flax-Tutorials

  30

• aarashfeizi/revised-hotels

  Official repository for the paper "Revisited Hotels-50K and Hotel-ID Datasets for Image Linking".

  Language:Jupyter Notebook1200