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CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

ash

Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection

DFER-CLIP

[BMVC'23] Prompting Visual-Language Models for Dynamic Facial Expression Recognition

Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

EmotionCLIP

[CVPR 2023] Code for "Learning Emotion Representations from Verbal and Nonverbal Communication"

Awesome-Open-Vocabulary

(TPAMI 2024) A Survey on Open Vocabulary Learning

open_clip

An open source implementation of CLIP.

DiST

ICCV2023: Disentangling Spatial and Temporal Learning for Efficient Image-to-Video Transfer Learning

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

mimic-cxr

Code, documentation, and discussion around the MIMIC-CXR database

LongTailCXR

[DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, Ronald M. Summers, Yifan Peng, and Zhangyang Wang

Mask2Former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

MobileViTv3

cycada_release

Code to accompany ICML 2018 paper

domain_adaptation_iccv15

A PyTorch implement of ICCV2015 "Simultaneous Deep Transfer Across Domains and Tasks"

Generate_To_Adapt

Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"

brain-vessel-segmentation

BRAVE-NET: Fully Automated Brain Vessel Segmentation In Patients with Cerebrovascular Disease

ARCADE

Official Page for ARCADE challenge for MICCAI Conference

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

HLEG

MERTools

Toolkits for Multimodal Emotion Recognition

DATFuse

[IEEE TCSVT 2023] Official implementation of DATFuse: Infrared and Visible Image Fusion via Dual Attention Transformer

tinyml

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

datasets

🎁 5,400,000+ Unsplash images made available for research and machine learning

Trustworthiness-of-Medical-XAI

Fire_Seg_Dataset

Official repository of "Efficient Fire Segmentation for Internet-of-Things-Assisted Intelligent Transportation Systems" [IEEE TITS 2022]

FogRemoval

[ACCV22] Structure Representation Network and Uncertainty Feedback Learning for Dense Non-Uniform Fog Removal, https://arxiv.org/abs/2210.03061

S2TLD

Newly released traffic light dataset for small object detection.