image-augmentation

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

machine-learning computer-vision deep-learning pytorch image-augmentation augmentation automl automated-machine-learning

Updated Sep 4, 2021
Python

HasnainRaz / SemSegPipeline

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A simpler way of reading and augmenting image segmentation data into TensorFlow

python deep-learning pipeline tensorflow data-preprocessing masks semantic-segmentation data-augmentation image-augmentation augmentation image-preprocessing input-pipeline data-augmentations

Updated Jun 15, 2020
Python

gatsby2016 / Augmentation-PyTorch-Transforms

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Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.

pytorch affine-transformation image-augmentation augmentation color-deconvolution pathology-image histopathology-images pytorch-transforms elastic-transformation

Updated Jan 8, 2023
Python

tatigabru / kaggle-rsna

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Deep Learning for Automatic Pneumonia Detection, RSNA challenge

python machine-learning deep-learning detection image-processing medical-imaging neural-networks classification object-detection image-augmentation computer-assisted-diagnosis retinanet pneumonia-detection

Updated Jul 15, 2020
Python

developers-cosmos / Meme-Generator

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MemeGen is a web application where the user gives an image as input and our tool generates a meme at one click for the user.

chef-cookbook projects memes gcp cnn artificial-intelligence neural-networks image-classification automated meme-generator flask-server image-augmentation cnn-classification gcp-auto-ml balanced-data memegen

Updated Mar 23, 2024
Python

mjkvaak / ImageDataAugmentor

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Custom image data generator for TF Keras that supports the modern augmentation module albumentations

python machine-learning deep-learning data-generation image-classification image-augmentation augmentation tensorflow2 augmentations

Updated Jun 20, 2022
Python

felixchenfy / ros_yolo_as_template_matching

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Run 3 scripts to (1) Synthesize images (by putting few template images onto backgrounds), (2) Train YOLOv3, and (3) Detect objects for: one image, images, video, webcam, or ROS topic.

template-matching deep-learning ros object-detection image-augmentation rostopic yolov3

Updated Mar 24, 2023
Python

continental / image-statistics-matching

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Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation

python machine-learning deep-learning images image-processing image-augmentation augmentation image-matching domain-adaptation histogram-matching

Updated May 23, 2022
Python

Lornatang / YOLOv3-PyTorch

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Pytorch implements yolov3.Good performance, easy to use, fast speed.

simple detection inference easy-to-use image-augmentation pretrained-weights custom-dataset yolov3 yolov3-pytorch darknet-conversion

Updated Apr 30, 2024
Python

uoip / transforms

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Image augmentation with simultaneous transformation of keypoints, bounding boxes, and segmentation mask

segmentation keypoints bounding-boxes image-augmentation

Updated Jan 5, 2018
Python

HistoClean is a tool for the preprocessing and augmentation of images used in deep learning models. This easy to use application brings together the most popular image processing packages from across the python universe, meaning no more looking at documentation! HistoClean provides real time feedback to augmentations and preprocessing options. T…

gui deep-learning images image-processing gui-application convolutional-neural-networks image-analysis image-augmentation image-augmentation-preprocessing