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bouchard_project

Brainhack 2023 project.

capdec

CapDec: SOTA Zero Shot Image Captioning Using CLIP and GPT2, EMNLP 2022 (findings)

chexpert-labeler

CheXpert NLP tool to extract observations from radiology reports.

clip-as-service

🏄 Embed/reason/rank images and sentences with CLIP models

clip-onnx

It is a simple library to speed up CLIP inference up to 3x (K80 GPU)

clip-self-attention-visualization

Plotting heatmaps with the self-attention of the [CLS] tokens in the last layer.

clip_prefix_caption

Simple image captioning model

clipcrop

Extract sections of images from your image by using OpenAI's CLIP and Facebooks Detr implemented on HuggingFace Transformers

clipseg

This repository contains the code of the CVPR 2022 paper "Image Segmentation Using Text and Image Prompts".

indudonet

【MICCAI 2021】An Interpretable Dual Domain Network for CT Metal Artifact Reduction

indudonet_plus

【MedIA2023】Extend the InDuDoNet with Knowledge-Driven Prior-Net

lang-seg

Language-Driven Semantic Segmentation

llama

Inference code for LLaMA models

medclip

A multi-modal CLIP model trained on the medical dataset ROCO

medclip1

EMNLP'22 | MedCLIP: Contrastive Learning from Unpaired Medical Images and Texts

medicat

Dataset of medical images, captions, subfigure-subcaption annotations, and inline textual references

mednerf

metal_artifact_simulation

miniclip

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

multimodal-augmentation-image-captioning

Multimodal Data Augmentation for Image Captioning using Diffusion Models

odl

Operator Discretization Library https://odlgroup.github.io/odl/

open-clip

Test out OpenCLIP for Image Search and Automatic Captioning

open_clip

An open source implementation of CLIP.

perx2ct

Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays (ICASSP 2023)

pystripe

An image processing package for removing streaks from SPIM images

pytorch-encoding

A CV toolkit for my papers.

roco-dataset

Radiology Objects in COntext (ROCO): A Multimodal Image Dataset

totalsegmentator

Tool for robust segmentation of 104 important anatomical structures in CT images

transformer-mm-explainability

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.