albumentations

There are 0 repository under albumentations topic.

DefTruth / torchlm
💎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.
face-landmarks data-augmentation heatmap regression pip torchvision albumentations pipnet yolox yolov5 mobilenet shufflenet yolov6 yolov7
Language:Python 237
IliaLarchenko / albumentations-demo
The service for the demonstration of transforms in Albumentations library
albumentations augmentation computer-vision image-processing python
Language:Python 103
fast-plate-ocr
ankandrew / fast-plate-ocr
Lightweight & fast OCR models for license plate text recognition.
plate-recognition plate-ocr license-plate-recognition albumentations jax keras3 license-plate-reader onnx pytorch tensorflow license-plate-ocr keras ocr-python ocr
Language:Python 57
ahmedbesbes / whales-classification
My solution to the Global Data Science Challenge
metric-learning triplet-loss arcface-loss margin-loss convolutional-neural-networks pytorch kaggle-competitions deep-learning densenet resnet embeddings meta-embeddings similarity-search albumentations
Language:Jupyter Notebook 36
kumuji / volumentations
Augmentation package for 3d data based on albumentaitons
3d albumentations data-augmentation machine-learning mesh point-cloud
Language:Python 36
Kazuhito00 / albumentations-examples
画像データ拡張ライブラリAlbumentationsのJupyter上での実行例。
albumentations jupyter-albumentations python opencv dataaugmentation
Language:Jupyter Notebook 20
fcakyon / augmented-maskrcnn
Object detection and instance segmentation on MaskRCNN with torchvision, albumentations, tensorboard and cocoapi. Supports custom coco datasets with positive/negative samples.
maskrcnn instance-segmentation albumentations augmentation computer-vision python pytorch windows linux macos torchvision tensorboard image-augmentation coco visualization negative-samples object-detection train radam
Language:Python 19
KiriLev / albu_scheduler
Image data augmentation scheduler for albumentations transforms
data-augmentation scheduler albumentations pytorch
Language:Python 19
groomata / vision
Clean, reproducible, boilerplate-free deep learning project template.
albumentations docker einops hydra hydra-zen imagenet mlops pytorch pytorch-lightning self-supervised-learning simclr timm
Language:Python 17
santadendi / PyTorch-YOLOv3
Modification of PyTorch implementation of YOLOv3 Object Detection.
yolo yolov3 object-detection pytorch deep-learning albumentations
Language:Jupyter Notebook 17
edaaydinea / Low-Grade-Glioma-Segmentation
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.
albumentations deep-learning feature-pyramid-network neural-network pre-trained-model resunet-architecture unet-image-segmentation
Language:Jupyter Notebook 9
kennethleungty / Image-Augmentation-Libraries
Sample implementation codes for a variety of popular image augmentation Python packages
opencv skimage computer-vision image-augmentation deep-learning python albumentations augmentor imgaug torchvision
Language:Jupyter Notebook 8
krishnakaushik25 / Medical-Image-Segmentation-DL
Implemented Unet++ models for medical image segmentation to detect and classify colorectal polyps.
albumentations medical-image-segmentation opencv polyp-segmentation pytorch-unet vggblock
Language:Jupyter Notebook 7
WaterKnight1998 / spegc-datathon
First position in Gran Canary Datathon 2021
weakly-supervised-detection weakly-supervised-object-detection gradcam gradcam-heatmap grad-cam grad-cam-visualization pytorch fastai keras tensorflow tensorflow2 albumentations
Language:Jupyter Notebook 7
albumentations-team / albucore
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.
albumentations artificial-intelligence automation computer-vision data-augmentation deep-learning efficiency high-performance-computing image-augmentation image-processing machine-learning neural-networks opencv performance-optimization python
Language:Python 6
MamatShamshiev / Kaggle-APTOS-2019-Blindness-Detection
Source code of top 3% solution for the Kaggle APTOS 2019 Blindness Detection challenge.
pytorch catalyst efficientnet-pytorch medical-image-processing augmentations computer-vision kaggle-competition albumentations
Language:Python 6
state-farm-detection
aldente0630 / state-farm-detection
State Farm Distracted Driver Detection via Image Classification
image-classification tensorflow2 albumentations tensorflow-hub tensorflow-addons wandb
Language:Jupyter Notebook 4
hariprasath-v / AV-Dataverse-Hack-Build-an-AI-Model-to-Save-Lives
Build a computer vision-based technology to process and detect the potholes present in an image.
analyticsvidhya cv2 distance exploratory-data-analysis image-analysis imagehash matplotlib numpy object-detection pandas pil pothole-detection python seaborn albumentations streamlit-webapp wandb yolov7
Language:Jupyter Notebook 4
Vidhi1290 / Medical-Image-Segmentation-Deep-Learning-Project
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. 🏥💡
albumentations cnn image-segmentation machine-learning numpy opencv pandas python pytorch scikit-learn tensorflow unet unet-image-segmentation vgg
Language:Jupyter Notebook 4
zenetio / synthetic-dataset-od
Synthetic dataset for Object Detection
synthetic-data python albumentations augmentation preprocessing image-processing dataset-generation yolo coco
Language:Jupyter Notebook 4
shu-nya / Object-Detection-using-YOLOv8-on-Custom-Dataset
Object detection on Custom Dataset using YOLOv8. The dataset has been created by me.
albumentations annotations augmentation customdataset glob image-processing matplotlib object-detection opencv os python3 ultralytics yolo yolov8 yolov8n
Language:Jupyter Notebook 3
AbdallaMohammed / SCSST
SCSST (Saliency Clothes Segmentation and Style Transfer), Change style of your clothes on the fly!
cloth-segmentation clothes-segmentation computer-vision deep-learning image-processing image-segmentation pytorch saliency-map style-transfer u2net pytorch-u2net albumentations torchvision
Language:Python 2
abdullahbas / Data-Augmentation
Data Augmentation with PyTorch, Tensorflow, Imgaug and Albumentations. It also involves bounding box augmentation.
augmentation pytorch tensorflow tensorflow2 imgaug albumentations python augmented-images bounding-boxes bounding-box data-augmentation
Language:Python 2
gianfrancodemarco / plate-recognition
End-to-end Computer Vision project, with reproducibility, CI/CD and monitoring
albumentations cicd computer-vision dvc grafana machine-learning mlflow optuna prometheus python tensorflow
Language:Jupyter Notebook 2
sam-dev-coder / Albumentations
This repository contains Python code that implements an image augmentation pipeline using the albumentations library. The pipeline performs various augmentations on input images and corresponding labels and saves the augmented images and labels in separate directories.
albumentations augmentation-pipeline data-science deep-learning
Language:Python 2
AimanHadif / albumentation-augmentation
A technique to increase the variety and robustness of the data by changing a few characteristic of the image
albumentations augmentation
Language:Jupyter Notebook 1
Axik0 / YOLO3-figures
CV detection task on a custom dataset with YOLO v3 algorithm
computer-vision detection pytorch yolov3 albumentations cnn convolutional-neural-networks image-classification image-processing pillow python3 yolo
Language:Jupyter Notebook 1
brunobelloni / augment-coco-dataset
Apply Albumentations to COCO Dataset
albumentations coco-dataset imgaug opencv
Language:Python 1
hotcouscous1 / coco-detection-with-albumentations
COCO-Detection Dataset with cv2 and Albumentations
albumentations coco-dataset cv2 image-augmentation
Language:Python 1
Ishaan25-tech / Real-Time-Sign-Language-Recognition
Real Time Sign Language Recognition Using Deep Learning . An attempt to facilitate better interactions for deaf and mute people.
albumentations anaconda cnn deep-learning imutils opencv python pytorch pyttsx3
Language:Python 1
jahongir7174 / DualDet
DualDet implementation using PyTorch
albumentations coco cutmix mixup mosaic object-detection pytorch testing training
Language:Python 1
jgurakuqi / deep-learning-based-dog-breed-classifier
The goal of the project is to improve a kaggle project about Dog Breed Classification, achieving an higher test accuracy. The original project achieved 79% of accuracy on the test set, while this one goes up to 87%. Also further improvements were made to the data processing pipeline in terms of modularity and performance.
convolutional-neural-network deep-learning dog-breed-classifier inception-v3 machine-learning artificial-intelligence constraint-propagation data-augmentation albumentations pytorch
Language:Jupyter Notebook 1
mhasan502 / Age_Estimation
CSE465 Pattern Recognition and Neural Network Project
pytorch albumentations data-augmentation neural-network focal-loss kornia
Language:Jupyter Notebook 1
mozammalrahat / Deep-Learning-with-PyTorch
This repository is a collection of PyTorch code examples, covering beginner to advanced topics, and including implementation of CNN models from scratch.
albumentations custom-dataset data-augumentation imbalanced-data inceptionnet lenet-architecture neural-style-transfer pytorch tensorboard transfer-learning vgg-architecture
Language:Jupyter Notebook 1
OmarAdlii / Facial-tracking-System
face tracking task using deep learning
albumentations cv2 python tensorflow
Language:Jupyter Notebook 1
vktr274 / PyDataSplit
PyDataSplit is a Python script for splitting, balancing, and augmenting image datasets for deep learning.
albumentations data-processing deep-learning image-processing
Language:Python 1

albumentations

DefTruth / torchlm

IliaLarchenko / albumentations-demo

ankandrew / fast-plate-ocr

ahmedbesbes / whales-classification

kumuji / volumentations

Kazuhito00 / albumentations-examples

fcakyon / augmented-maskrcnn

KiriLev / albu_scheduler

groomata / vision

santadendi / PyTorch-YOLOv3

edaaydinea / Low-Grade-Glioma-Segmentation

kennethleungty / Image-Augmentation-Libraries

krishnakaushik25 / Medical-Image-Segmentation-DL

WaterKnight1998 / spegc-datathon

albumentations-team / albucore

MamatShamshiev / Kaggle-APTOS-2019-Blindness-Detection

aldente0630 / state-farm-detection

hariprasath-v / AV-Dataverse-Hack-Build-an-AI-Model-to-Save-Lives

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

zenetio / synthetic-dataset-od

shu-nya / Object-Detection-using-YOLOv8-on-Custom-Dataset

AbdallaMohammed / SCSST

abdullahbas / Data-Augmentation

gianfrancodemarco / plate-recognition

sam-dev-coder / Albumentations

AimanHadif / albumentation-augmentation

Axik0 / YOLO3-figures

brunobelloni / augment-coco-dataset

hotcouscous1 / coco-detection-with-albumentations

Ishaan25-tech / Real-Time-Sign-Language-Recognition

jahongir7174 / DualDet

jgurakuqi / deep-learning-based-dog-breed-classifier

mhasan502 / Age_Estimation

mozammalrahat / Deep-Learning-with-PyTorch

OmarAdlii / Facial-tracking-System

vktr274 / PyDataSplit