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Jacob's Projects

maskrcnn-benchmark icon maskrcnn-benchmark

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

mattnet icon mattnet

MAttNet: Modular Attention Network for Referring Expression Comprehension

mtg-pytorch icon mtg-pytorch

Gender/Age attribute grounding using weak supervised manner.

paddleseg icon 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.

pytorch-pretrained-bert icon pytorch-pretrained-bert

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

pytorchvideo icon pytorchvideo

A deep learning library for video understanding research.

refer icon refer

Referring Expression Datasets API

sparser-cnn icon sparser-cnn

End-to-End Object Detection with Learnable Proposal, CVPR2021

spinesegment icon spinesegment

Using deep neural network to detect and make segmentation of human beings' lesion regions in spine.

swinbert icon swinbert

Research code for CVPR 2022 paper "SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning"

unilm icon unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

unsupermnist icon unsupermnist

Grounding the digital number on a synthesized MNIST dataset in an unsuperwised learning method.

video-quality icon video-quality

Video quality metrics, reference implementation in python: VIF, SSIM, PSNR, ...

vitcap icon vitcap

Implementation for CVPR 2022 paper " Injecting Semantic Concepts into End-to-End Image Captionin".

xin-yue icon xin-yue

岳昕:致北大师生与北大外国语学院的一封公开信

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