FDG2801

python-qrcode

Python QR Code image generator

medmnistc-api

Python library for evaluating and enhancing model robustness in medical image analysis.

InstantID

InstantID : Zero-shot Identity-Preserving Generation in Seconds 🔥

privacy-aware-image-classification-with-kNN

Code Repository for the ISBI 2024 paper: "Integrating kNN with Foundation Models for Adaptable and Privacy-Aware Image Classification"

efficientvit

EfficientViT is a new family of vision models for efficient high-resolution vision.

Active-Negative-Loss

SSLRemoteSensing

Codes for paper "Semantic Segmentation of Remote Sensing Images With Self-Supervised Multitask Representation Learning"

unilm

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

papers-summaries

List of Machine Learning papers summaries

FSMS-Surrogate

Semi-supervised few-shot learning for medical image segmentation

FSMS-Surrogate

Semi-supervised few-shot learning for medical image segmentation

segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

awesome-deep-vision

A curated list of deep learning resources for computer vision

zenodo_get

Zenodo_get: Downloader for Zenodo records

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

BYOL

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

torchlars

A LARS implementation in PyTorch

StarAlign

StarAlign Paper

chatgpt-prompts-for-academic-writing

This list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans.

cancer_miRNA_classification_with_spiking_neural_network

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

clinical-rule-analysis

Analyzing clinical decision instruments through the lens of data and large language models.

M-FLAG-MICCAI2023

VISTA

MONAI Versatile Imaging Segmentation and Annotation

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

HTRU2-dataset-classification

"Machine learning and pattern recognition" labs & project @ Politecnico di Torino, a.y. 2020/2021.

vehicle_classification

research-method

论文写作与资料分享

ViT-V-Net_for_3D_Image_Registration_Pytorch

Vision Transformer for 3D medical image registration (Pytorch).

LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)