albumentations

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DefTruth /torchlm

Star255

💎A high level pipeline for face landmarks detection, it supports training, evaluating, exporting, inference(Python/C++) and 100+ data augmentations, can easily install via pip.

heatmap regression pip data-augmentation face-landmarks mobilenet shufflenet torchvision albumentations yolov5 yolox yolov6 yolov7 pipnet

UpdatedFeb 7, 2025
Python

Tirth27 /Skin-Cancer-Classification-using-Deep-Learning

Star146

Classify Skin cancer from the skin lesion images using Image classification. The dataset for the project is obtained from the Kaggle SIIM-ISIC-Melanoma-Classification competition.

machine-learning computer-vision deep-learning python3 medical-imaging kaggle-competition image-classification convolutional-neural-networks keras-tensorflow skin-cancer melanoma-diagnosis albumentations skin-lesion-image

UpdatedFeb 16, 2022
Jupyter Notebook

ankandrew /fast-plate-ocr

Star123

Lightweight & fast OCR models for license plate text recognition.

ocr tensorflow keras pytorch license-plate plate-recognition onnx license-plate-recognition jax ocr-python albumentations plate-ocr license-plate-reader keras3 license-plate-check license-plate-ocr

UpdatedDec 8, 2024
Python

IliaLarchenko /albumentations-demo

Star106

The service for the demonstration of transforms in Albumentations library

python computer-vision image-processing augmentation albumentations

UpdatedJul 7, 2024
Python

kumuji /volumentations

Star40

Augmentation package for 3d data based on albumentaitons

machine-learning point-cloud mesh 3d data-augmentation albumentations

UpdatedAug 2, 2024
Python

ahmedbesbes /whales-classification

Star36

My solution to the Global Data Science Challenge

deep-learning pytorch embeddings densenet resnet metric-learning convolutional-neural-networks triplet-loss similarity-search margin-loss meta-embeddings kaggle-competitions albumentations arcface-loss

UpdatedMay 6, 2020
Jupyter Notebook

Kazuhito00 /albumentations-examples

Star20

画像データ拡張ライブラリAlbumentationsのJupyter上での実行例。

python opencv albumentations jupyter-albumentations dataaugmentation

UpdatedAug 30, 2024
Jupyter Notebook

KiriLev /albu_scheduler

Star19

Image data augmentation scheduler for albumentations transforms

scheduler pytorch data-augmentation albumentations

UpdatedMay 1, 2021
Python

fcakyon /augmented-maskrcnn

Sponsor

Star19

Object detection and instance segmentation on MaskRCNN with torchvision, albumentations, tensorboard and cocoapi. Supports custom coco datasets with positive/negative samples.

visualization python windows macos linux computer-vision pytorch coco tensorboard object-detection train image-augmentation augmentation negative-samples maskrcnn instance-segmentation torchvision radam albumentations

UpdatedSep 28, 2020
Python

groomata /vision

Star18

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

docker pytorch hydra imagenet self-supervised-learning mlops pytorch-lightning albumentations simclr timm einops hydra-zen

UpdatedMay 3, 2023
Python

santadendi /PyTorch-YOLOv3

Star17

Modification of PyTorch implementation of YOLOv3 Object Detection.

deep-learning pytorch yolo object-detection yolov3 albumentations

UpdatedNov 1, 2019
Jupyter Notebook

A high-performance image processing library designed to optimize and extend the Albumentations library with specialized functions for advanced image transformations. Perfect for developers working in computer vision who require efficient and scalable image augmentation.

python opencv machine-learning automation computer-vision deep-learning image-processing efficiency artificial-intelligence neural-networks high-performance-computing data-augmentation image-augmentation performance-optimization albumentations

UpdatedMar 9, 2025
Python

edaaydinea /Low-Grade-Glioma-Segmentation

Star12

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.

deep-learning neural-network feature-pyramid-network unet-image-segmentation pre-trained-model albumentations resunet-architecture

UpdatedJan 30, 2023
Jupyter Notebook

Vidhi1290 /Medical-Image-Segmentation-Deep-Learning-Project

Sponsor

Star10

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. 🏥💡

python opencv machine-learning tensorflow numpy scikit-learn cnn pandas pytorch vgg image-segmentation unet unet-image-segmentation albumentations