一个用于肺炎图像分类的轻量级ResNet18-SAM模型实现,采用SH-DCGAN生成少类样本数据,解决了数据不平衡的问题,同时结合剪枝策略实现轻量化!MedGAN-ResLite-V2 Released! Stay tuned!❤
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Updated
May 29, 2024 - Python
一个用于肺炎图像分类的轻量级ResNet18-SAM模型实现,采用SH-DCGAN生成少类样本数据,解决了数据不平衡的问题,同时结合剪枝策略实现轻量化!MedGAN-ResLite-V2 Released! Stay tuned!❤
fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
A comprehensive Data Augmentation Python Toolkit for Deep Learning
Long-Term Evolution Project of Reinforcement Learning
Reproduction of the 3d rotation augmentation of the 300W-LP face pose data set
This is the official repo for Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation (ICCV 23).
Augmenty is an augmentation library based on spaCy for augmenting texts.
Code for the paper: Improving Black-box Robustness with In-Context Rewriting
Medical imaging toolkit for deep learning
Classification between pet images using different approaches on famous cats vs dogs dataset available on kaggle.
Comparative Analysis of Deep Learning Models for Pneumonia Detection in Chest X-ray Images: A Game Changer in Improving Diagnosis and Patient Outcomes
A Python library for ecg data augmentation. Useful for machine learning.
Fulu is a python library of supernova light curves approximation methods based on machine learning.
Yet another StyleGAN 2.0 implementation using Chainer with Adaptive Discriminator Augmentationto to synthesize specific Precure (Cure Beauty) images
Publicly available event datasets and transforms.
A tool for deep image processing's dataset augmentation
Dataset handling scripts and mini apps for YOLO projects. This is shortens some processes.
This library is designed to augment audio data for machine learning purposes. It combines several tools and libraries for audio data augmentation and provides a unified interface that can be used to apply a large set of audio augmentations in one place.
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