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2d-tan

AAAI‘20 - Learning 2D Temporal Localization Networks for Moment Localization with Natural Language

accelerate

A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

alpro

Align and Prompt: Video-and-Language Pre-training with Entity Prompts

animegan

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

catpapers

Cool vision, learning and graphics papers on Cats!

chrome_extensions_and_apps_programming

Chrome扩展及应用开发

classification-with-coarse-fine-labels

Code accompanying the paper Weakly Supervised Image Classification with Coarse and Fine Labels.

clip

Contrastive Language-Image Pretraining

clipbert

[CVPR 2021 Best Student Paper Honorable Mention, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning on image-text and video-text tasks.

coot-videotext

COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning

detr

End-to-End Object Detection with Transformers

dotfiles

Commonly used system and tool settings

easyturk

Make quick mechanical turk HTML/Javascript interfaces and launch them with Python functions

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

ext_matconvnet

An edited copy of MatConvNet.

hashing-baseline-for-image-retrieval

:octocat:Various hashing methods for image retrieval and serves as the baselines

hero-1

Research code for EMNLP 2020 paper "HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training"

hosts

:statue_of_liberty:最新可用的google hosts文件。镜像：

imagenet-training

ImageNet training using torch

info-ground

Learning phrase grounding from captioned images through InfoNCE bound on mutual information

just-ask

[TPAMI Special Issue on ICCV 2021 Best Papers, Oral] Just Ask: Learning to Answer Questions from Millions of Narrated Videos

kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mattnet

MAttNet: Modular Attention Network for Referring Expression Comprehension

mmaction2-1

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

mmf-1

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

moment_detr

[NeurIPS 2021] Moment-DETR code and QVHighlights dataset

mtvretrieval

[ACL 2021] mTVR: Multilingual Video Moment Retrieval

my-scripts

Collections of useful scripts for my daily usage

nn