albumentations
There are 65 repositories 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.
IliaLarchenko/albumentations-demo
The service for the demonstration of transforms in Albumentations library
ankandrew/fast-plate-ocr
Lightweight & fast OCR models for license plate text recognition.
ahmedbesbes/whales-classification
My solution to the Global Data Science Challenge
kumuji/volumentations
Augmentation package for 3d data based on albumentaitons
Kazuhito00/albumentations-examples
画像データ拡張ライブラリAlbumentationsのJupyter上での実行例。
fcakyon/augmented-maskrcnn
Object detection and instance segmentation on MaskRCNN with torchvision, albumentations, tensorboard and cocoapi. Supports custom coco datasets with positive/negative samples.
KiriLev/albu_scheduler
Image data augmentation scheduler for albumentations transforms
groomata/vision
Clean, reproducible, boilerplate-free deep learning project template.
santadendi/PyTorch-YOLOv3
Modification of PyTorch implementation of YOLOv3 Object Detection.
kennethleungty/Image-Augmentation-Libraries
Sample implementation codes for a variety of popular image augmentation Python packages
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.
krishnakaushik25/Medical-Image-Segmentation-DL
Implemented Unet++ models for medical image segmentation to detect and classify colorectal polyps.
WaterKnight1998/spegc-datathon
First position in Gran Canary Datathon 2021
MamatShamshiev/Kaggle-APTOS-2019-Blindness-Detection
Source code of top 3% solution for the Kaggle APTOS 2019 Blindness Detection challenge.
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.
aldente0630/state-farm-detection
State Farm Distracted Driver Detection via Image Classification
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. 🏥💡
zenetio/synthetic-dataset-od
Synthetic dataset for Object Detection
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.
shu-nya/Object-Detection-using-YOLOv8-on-Custom-Dataset
Object detection on Custom Dataset using YOLOv8. The dataset has been created by me.
AbdallaMohammed/SCSST
SCSST (Saliency Clothes Segmentation and Style Transfer), Change style of your clothes on the fly!
abdullahbas/Data-Augmentation
Data Augmentation with PyTorch, Tensorflow, Imgaug and Albumentations. It also involves bounding box augmentation.
gianfrancodemarco/plate-recognition
End-to-end Computer Vision project, with reproducibility, CI/CD and monitoring
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.
AimanHadif/albumentation-augmentation
A technique to increase the variety and robustness of the data by changing a few characteristic of the image
AkashSDas/cassava-leaf-disease-classification
Deep learning solution for Cassava Leaf Disease Classification, a Kaggle's Research Code Competition using Tensorflow.
Arijit-datascience/pytorch_cifar10
CIFAR10 image recognition using ResNet architecture, Gradcam images
Axik0/YOLO3-figures
CV detection task on a custom dataset with YOLO v3 algorithm
hotcouscous1/coco-detection-with-albumentations
COCO-Detection Dataset with cv2 and Albumentations
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.
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.
mhasan502/Age_Estimation
CSE465 Pattern Recognition and Neural Network Project
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.
OmarAdlii/Facial-tracking-System
face tracking task using deep learning
vktr274/PyDataSplit
PyDataSplit is a Python script for splitting, balancing, and augmenting image datasets for deep learning.