Popular GitHub Repositories for Albumentations

Lightweight & fast OCR models for license plate text recognition.

This is a capstone project on a real dataset related to segmenting low-grade glioma. This capstone project is included in the UpSchool Machine Learning & Deep Learning Program in partnership with Google Developers.

Machine Learning based feature extraction of electrical substations from satellite data. Powered by IEEE-ICETCI, RRSC-Central, NRSC, and ISRO, this project incorporates instance segmentation of substations using UNet, Albumentations for image augmentation, and OpenCV for computer vision tasks.

Our project uses state-of-the-art deep learning techniques to tackle a vital medical task: polyp segmentation from colonoscopy images. We harness the Unet++ architecture and a robust tech stack to precisely detect and isolate polyps, advancing healthcare diagnostics and patient care. ??

Clean, reproducible, boilerplate-free deep learning project template.

这是一个基于深度学习的计算机视觉训练流程，用于检测汽车损伤。它使用改进后的Co-DETR学习器，该学习器集成了CBAM注意力机制、混合损失函数和Albumentations数据增强库。该流程在Colab平台上进行训练，能够识别和定位汽车车身的缺陷，例如划痕、凹痕和锈蚀。包含端到端的模型训练和定量评估。

Synthetic dataset for Object Detection

This Reposatory include the audio augmentation with Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

End-to-end Computer Vision project, with reproducibility, CI/CD and monitoring

Research Project based on Convolution Neural Networks to identify foliar diseases in apple trees. FGVC8 Plant Pathology Kaggle Challenge.

Gerador de Imagens Sintéticas com Albumentations e OpenCV