English»Software»Multimedia Processing»Image and Video | searchivarius.org
log in | about 

Generative Adversarial Network (GAN)


albumentations   - fast image augmentation library and easy to use wrapper around other libraries
BoofCV   - an open source Java library for real-time computer vision and robotics applications. Written from scratch for ease of use and high performance.
Bulkr   - A tool to download Flickr images
ChainerCV   - a collection of tools to train and run neural networks for computer vision tasks using Chainer.
cnnimageretrieval-pytorch   - CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch.
Convolutional Shape Encoder  Dan Fischetti
Deep Learning Video Classifier/Editor with Caffe for Obscene Shots  
DeepVideoAnalytics  Akshay Bhat - data-centric platform for Computer Vision, which permits storing, searching/recognition, and browsing video data.
detection-utils   - Common functionality for object detection in Python.
Detectron2   - a Pytorch implementation of detectron2.
EfficientNet   - and other space efficient image models in Pytorch
face_classification  Octavio Arriaga - Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.
GluonCV   - a Deep Learning Toolkit for Computer Vision.
Image augmentation for machine learning experiments.  
ImageHash   - image hashing library written in Python. See also an example here.
imutils   - A series of convenience functions to make basic image processing functions such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.
jsfeat   - JavaScript Computer Vision library
Kornia   - Open Source Differentiable Computer Vision Library for PyTorch
LIRE: Lucene Image Retrieval  
MPEG-7 Feature Extraction Library  
Neural Doodle  Alex J. Champandard - Use a deep neural network to borrow the skills of real artists and turn your two-bit doodles into masterpieces!
ocropy   - Python-based OCR package using recurrent neural networks.
One pixel attacks in Keras  
OpenCV (Open Source Computer Vision)   - is a library of programming functions for real time computer vision. It includes a statistical learning software for several methods, including naive Bayes, SVM, and gradient boosting.
OpenFace  Brandon Amos - Face recognition with Google's FaceNet deep neural network.
OpenFace  a state-of-the art open source tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.
openMVG   - Open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.
OpenPose   - A Real-Time Multi-Person Keypoint Detection And Multi-Threading C++ Library
OverFeat   - an image recognizer and feature extractor built around a convolutional network.
Pretrained ConvNets for pytorch ResNeXt101, ResNet152, InceptionV4, InceptionResnetV2, etc.  
SOLT   - a fast data augmentation library, supporting arbitrary amount of images, segmentation masks, keypoints and data labels. It has OpenCV in its back-end, thus it works very fast.
STAIR Vision Library   - codenamed lasik contains computer vision research code initially developed to support the STanford AI Robot project.
Torch implementation of segmentation algorithms DeepMask and SharpMask  
VLFeat   - is an open source library implements popular computer vision algorithms including HOG, SIFT, MSER, k-means, hierarchical k-means, agglomerative information bottleneck, SLIC superpixels, and quick shift.
Wide residual networks   - This code was used for experiments with Wide Residual Networks by Sergey Zagoruyko and Nikos Komodakis.
Yolo   - fast state-of-the-art real-time processing system