21 results found Sort:

aleju
imgaug aleju
2.4k
14.2k
mit
233
Image augmentation for machine learning experiments.
crop images heatmap polygon contrast keypoints augmentation deep-learning augment-images bounding-boxes machine-learning segmentation-maps image-augmentation affine-transformation
Created 2015-07-10
2,913 commits to master branch, last one 4 years ago
albumentations-team
albumentations albumentations-team
1.6k
13.6k
mit
129
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
python detection augmentation segmentation deep-learning image-processing machine-learning object-detection fast-augmentations image-augmentation image-segmentation image-classification
Created 2018-06-06
905 commits to main branch, last one 3 days ago
NVIDIA
DALI NVIDIA
608
5.0k
apache-2.0
94
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
gpu mxnet paddle python pytorch deep-learning gpu-tensorflow neural-network data-processing audio-processing image-processing machine-learning data-augmentation fast-data-pipeline image-augmentation
Created 2018-06-01
3,595 commits to main branch, last one a day ago
AgaMiko
data-augmentation-review AgaMiko
201
1.6k
unknown
42
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
review survey autoaugment data-synthesis style-transfer data-generation machine-learning nlp-augmentation data-augmentation audio-augmentation data-augmentations image-augmentation augmentation-policies graph-data-augmentation generative-adversarial-network
Created 2019-09-28
88 commits to master branch, last one 7 months ago
curiousily
Deep-Learning-For-Hackers curiousily
436
996
mit
35
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders,...
bert keras lstms python tensorflow autoencoders deep-learning neural-networks machine-learning object-detection anomaly-detection jupyter-notebooks image-augmentation intent-recognition sentiment-analysis tensorflow-tutorial artificial-intelligence time-series-forecasting time-series-classification
Created 2019-04-24
45 commits to master branch, last one 4 years ago
Fafa-DL
Image-Augmentation Fafa-DL
72
570
unknown
4
Image augmentation for object detection, segmentation and classification
computer-vision object-detection image-augmentation object-segmentation image-classification
Created 2020-06-04
56 commits to master branch, last one 5 months ago
kunalj101
Data-Science-Hacks kunalj101
319
394
gpl-3.0
30
Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, p...
nlp data hacks ipynb numpy pandas python dataset python3 data-science data-analysis pandas-python computer-vision pandas-tutorial tips-and-tricks machine-learning pandas-dataframe data-visualization image-augmentation nlp-machine-learning
Created 2020-02-10
66 commits to master branch, last one 3 years ago
Jackpopc
aiLearnNotes Jackpopc
61
264
unknown
8
Artificial Intelligence Learning Notes.
cnn dpm hog vgg sift lenet harris alexnet dropout tensorflow deep-learning computer-vision image-denoising image-processing machine-learning image-enhancement image-augmentation image-segmentation activation-function reinforcement-learning
Created 2019-02-20
22 commits to master branch, last one 4 years ago
albumentations-team
autoalbument albumentations-team
19
198
mit
7
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
automl pytorch augmentation deep-learning computer-vision machine-learning image-augmentation automated-machine-learning
Created 2020-09-28
91 commits to master branch, last one 3 years ago
codecat0
CV codecat0
34
186
unknown
1
本仓库将使用Pytorch框架实现经典的图像分类网络、目标检测网络、图像分割网络，图像生成网络等，并会持续更新！！！
gan pytorch segmentation computer-vision image-processing object-detection image-augmentation image-classification
Created 2021-11-10
226 commits to main branch, last one 2 months ago
mahmoudnafifi
WB_color_augmenter mahmoudnafifi
33
164
mit
12
WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
cnn iccv19 iccv2019 deeplearning whitebalance deep-learning white-balance color-constancy computer-vision color-correction data-augmentation color-augmentation image-augmentation deep-neural-network image-classification semantic-segmentation
Created 2019-10-05
72 commits to master branch, last one about a year ago
Evizero
Augmentor.jl Evizero
48
137
other
11
A fast image augmentation library in Julia for machine learning.
julia deep-learning image-processing machine-learning image-augmentation
Created 2017-05-04
217 commits to master branch, last one about a year ago
qsyao
cuda_spatial_deform qsyao
26
134
other
1
A fast tool to do image augmentation on GPU(especially elastic_deform), can be helpful to research on Medical Image.
cuda elastic-deform computer-vision medical-imaging image-augmentation
Created 2019-05-26
51 commits to master branch, last one 4 years ago
akiomik
pilgram akiomik
17
105
apache-2.0
5
A python library for instagram filters
pillow instagram blend-modes css-filters image-blending image-processing data-augmentation instagram-filters image-augmentation
Created 2019-02-06
429 commits to main branch, last one 21 days ago
gatsby2016
Augmentation-PyTorch-Transforms gatsby2016
25
105
apache-2.0
1
Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.
pytorch augmentation pathology-image image-augmentation pytorch-transforms color-deconvolution affine-transformation histopathology-images elastic-transformation
Created 2020-04-21
8 commits to master branch, last one about a year ago
strath-ai
SatelliteCloudGenerator strath-ai
8
100
apache-2.0
6
A PyTorch-based tool to generate clouds for satellite images.
cloud-synthesis image-synthesis cloud-generation satellite-imagery image-augmentation
Created 2022-09-05
81 commits to main branch, last one about a month ago
developers-cosmos
Meme-Generator developers-cosmos
32
92
apache-2.0
4
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.
cnn gcp memes memegen projects automated gcp-auto-ml flask-server balanced-data chef-cookbook meme-generator neural-networks cnn-classification image-augmentation image-classification artificial-intelligence
Created 2020-04-28
162 commits to master branch, last one 7 months ago
mjkvaak
ImageDataAugmentor mjkvaak
27
86
other
3
Custom image data generator for TF Keras that supports the modern augmentation module albumentations
python tensorflow2 augmentation augmentations deep-learning data-generation machine-learning image-augmentation image-classification
Created 2019-08-01
122 commits to master branch, last one about a year ago
felixchenfy
ros_yolo_as_template_matching felixchenfy
14
56
mit
3
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.
ros yolov3 rostopic deep-learning object-detection template-matching image-augmentation
Created 2019-06-17
30 commits to master branch, last one 3 years ago
rickiepark
deep-learning-with-python-2nd rickiepark
68
55
mit
2
<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소
cnn gan rnn tpu keras multi-gpu tensorflow keras-tuner time-series transformer deep-learning neural-network mixed-precision text-generation image-augmentation image-segmentation machine-translation text-classification image-classification image-style-transfer
Created 2022-04-11
106 commits to main branch, last one 3 months ago
sebastianffx
stainlib sebastianffx
8
50
mit
3
Python 3 library for the augmentation & normalization of H&E images
pathology histopathology image-processing image-augmentation image-normalization computational-pathology
Created 2020-11-17
25 commits to main branch, last one about a year ago