Fujiry0

nuscenes-download

script for downloading nuscenes

img2dataset

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

VideoMAEv2

[CVPR 2023] VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking

adamae

[CVPR'23] AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders

flip

Official Open Source code for "Scaling Language-Image Pre-training via Masking"

open_clip

An open source implementation of CLIP.

Efficient-Vision-Language-Pre-training-by-Cluster-Masking

[CVPR 2024] Improving language-visual pretraining efficiency by perform cluster-based masking on images.

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

Awesome-Surgical-Video-Analysis

Papers of ComputerVision x Surgery

speech-trident

Awesome speech/audio LLMs, representation learning, and codec models

nerfies.github.io

social-transmotion

[ICLR 2024] Official implementation of "Social-Transmotion: Promptable Human Trajectory Prediction" in PyTorch.

MAMP

Official implementation of the ICCV 2023 paper "Masked Motion Predictors are Strong 3D Action Representation Learners"

sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

rank_bm25

A Collection of BM25 Algorithms in Python

gensim

Topic Modelling for Humans

VQGAN-CLIP

Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.

imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

financial-machine-learning

A curated list of practical financial machine learning tools and applications.

book_algorithm_solution

拙著「問題解決力を鍛える!アルゴリズムとデータ構造」の補足資料。ソースコードと、章末問題への略解を掲載。

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

vision-based-prediction

Deep Learning for Vision-based Prediction

tad-IROS2019

Code of the Unsupervised Traffic Accident Detection paper in Pytorch.

Multiple-Object-Forecasting

Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments. WACV, 2020

pygcn

Graph Convolutional Networks in PyTorch

VariationalRecurrentNeuralNetwork

Pytorch implementation of the Variational Recurrent Neural Network (VRNN).

DeepSwitching

Deep Learning model to switch cameras

CtCI-6th-Edition-cpp

Cracking the Coding Interview 6th Ed. C++ Solutions

INFER

The code & datasets for the paper INFER: INtermediate representations for FuturE pRediction