albumentations

There are 0 repository under albumentations topic.

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 license-plate-check license-plate
Language:Python 277
xlite-dev / torchlm
💎A high level pipeline for face landmarks detection: train, eval, inference (Python/C++) and 100+ data augmentations.
face-landmarks data-augmentation heatmap regression pip torchvision albumentations pipnet yolox yolov5 mobilenet shufflenet yolov6 yolov7
Language:Python 255
Skin-Cancer-Classification-using-Deep-Learning
Tirth27 / Skin-Cancer-Classification-using-Deep-Learning
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.
melanoma-diagnosis keras-tensorflow kaggle-competition skin-lesion-image skin-cancer deep-learning image-classification medical-imaging convolutional-neural-networks computer-vision machine-learning albumentations python3
Language:Jupyter Notebook 148
IliaLarchenko / albumentations-demo
The service for the demonstration of transforms in Albumentations library
albumentations augmentation computer-vision image-processing python
Language:Python 106
kumuji / volumentations
Augmentation package for 3d data based on albumentaitons
3d machine-learning point-cloud albumentations mesh data-augmentation
Language:Python 40
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
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 21
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
groomata / vision
Clean, reproducible, boilerplate-free deep learning project template.
pytorch pytorch-lightning einops timm simclr albumentations docker mlops hydra hydra-zen self-supervised-learning imagenet
Language:Python 19
KiriLev / albu_scheduler
Image data augmentation scheduler for albumentations transforms
albumentations data-augmentation pytorch scheduler
Language:Python 19
santadendi / PyTorch-YOLOv3
Modification of PyTorch implementation of YOLOv3 Object Detection.
yolo yolov3 object-detection pytorch deep-learning albumentations
Language:Jupyter Notebook 17
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 16
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 11
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 10
abrahamkoloboe27 / Fruits-Recognition-Training
Projet de Classification d'Images de Fruits
albumentations deep-learning image-classification image-processing keras netron python tensorflow cnn data-augmentation efficientnet resnet vgg16
Language:Jupyter Notebook 8
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 8
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 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
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 5
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 5
state-farm-detection
bits-bytes-nn / state-farm-detection
State Farm Distracted Driver Detection via Image Classification
image-classification tensorflow2 albumentations tensorflow-hub tensorflow-addons wandb
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
mhussam-ai / 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 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
matin-ghorbani / Albumentations-Package
Using Albumentations Package for some image augmentation in different vision tasks
albumentations augmentation computer-vision deep-learning pytorch
Language:Jupyter Notebook 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
bratjay01 / Road-Seg
Enhancing road segmentation model for Asphalt edge detection
albumentations data-augmentation kornia out-of-distribution-generalization pytorch
Language:Jupyter Notebook 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.
cnn deep-learning python pytorch pyttsx3 opencv albumentations imutils anaconda
Language:Python 1
NickS0kolov / Telegram-bot-for-background-removal
This project focuses on creating a model for segmenting people in images using the EasyPortrait: Face Parsing & Portrait Segmentation dataset.
albumentations computer-vision data-science deep-learning deeplab-v3-plus image-processing image-segmentation image-segmentation-pytorch pytorch telegram-bot
Language:Jupyter Notebook 1
numq / Augmenta
Local web application providing API and UI for image augmentation, based on the albumentations library
albumentations api data-augmentation image-augmentation web-ui augmentation generative-ai image-classification lora-training object-detection stable-diffusion augmentations augmenta
Language:TypeScript 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

ankandrew / fast-plate-ocr

xlite-dev / torchlm

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

IliaLarchenko / albumentations-demo

kumuji / volumentations

ahmedbesbes / whales-classification

Kazuhito00 / albumentations-examples

fcakyon / augmented-maskrcnn

groomata / vision

KiriLev / albu_scheduler

santadendi / PyTorch-YOLOv3

albumentations-team / albucore

edaaydinea / Low-Grade-Glioma-Segmentation

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

abrahamkoloboe27 / Fruits-Recognition-Training

kennethleungty / Image-Augmentation-Libraries

krishnakaushik25 / Medical-Image-Segmentation-DL

MamatShamshiev / Kaggle-APTOS-2019-Blindness-Detection

WaterKnight1998 / spegc-datathon

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

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

bits-bytes-nn / state-farm-detection

zenetio / synthetic-dataset-od

mhussam-ai / Albumentations

AbdallaMohammed / SCSST

abdullahbas / Data-Augmentation

gianfrancodemarco / plate-recognition

matin-ghorbani / Albumentations-Package

AimanHadif / albumentation-augmentation

Axik0 / YOLO3-figures

bratjay01 / Road-Seg

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

NickS0kolov / Telegram-bot-for-background-removal

numq / Augmenta

OmarAdlii / Facial-tracking-System

vktr274 / PyDataSplit