yukimasano

self-label

Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)

PASS

The PASS dataset: pretrained models and how to get the data

linear-probes

Evaluating AlexNet features at various depths

single-img-extrapolating

Repo for the paper "Extrapolating from a Single Image to a Thousand Classes using Distillation"

single_img_pretraining

Code for generating a single image pretraining dataset

monitor-gpu-util

script for monitoring

rck_abm

Code release to our paper on an agent-based model of the Ramsey-Cass-Koopmans macroeconomic model. In this model, the households imitate other households' savings rates to "keep up with the Joneses".

yukimasano.github.io

website

awesome-computer-vision

A curated list of awesome computer vision resources

neurips_data_crawler

Crawl data of NeurIPS 2021 dataset track

google-images-download

Google/Bing Images Web Downloader

ssl_runs

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

Balanced-Datasets-Are-Not-Enough

[ICCV 2019] Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations

BISCUIT

datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

DL2-blogs

FaceObfuscation-Retinaface-MobileNet0.25

fastai

The fastai deep learning library, plus lessons and tutorials

frozen-in-time

Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval [ICCV'21]

GoogleImagesDownloader

Enlarge training dataset by searching images with specified keywords in google and download the presented images

ig65m-pytorch

PyTorch 3D video classification models pre-trained on 65 million Instagram videos

keras-vis

Neural network visualization toolkit for keras

latex-credits-ml

A package for generating CRediT (Contributor Role Taxonomy) statements

slurm_gpustat

A simple command line tool to show GPU usage on a SLURM cluster

tmuxinator

Manage complex tmux sessions easily

vision

Datasets, Transforms and Models specific to Computer Vision

voc2coco

How to create custom COCO data set for object detection

watchlogs

A simple utility for watching multiple logs