InfoGAN inspired neural network trained on zap50k images (using Tensorflow + tf-slim). Intermediate layers of the discriminator network are used to do image similarity.
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Updated
Jan 6, 2017 - Python
InfoGAN inspired neural network trained on zap50k images (using Tensorflow + tf-slim). Intermediate layers of the discriminator network are used to do image similarity.
Find the original image of the converted image with elastic search
Takes 2 images and says how similar they are based on Euclidean distance of feature vectors
Deep learning based image similarity search for product recommendations
Find similar regions of Long Island by comparing satellite imagery.
Program to calculate an Image similarity index by using Structural Similarity and Hamming Distance
Object detection
Similarity Measure. Re-implementation for PyTorch.
Facenet--Triplet loss for image embedding using Cifar100 dataset
Deep Ranking based ImageSimilarity will be developed as plugin on ImageSpace. https://users.eecs.northwestern.edu/~jwa368/pdfs/deep_ranking.pdf
🖼️ 𝖀𝖓𝖔𝖋𝖋𝖎𝖈𝖎𝖆𝖑 PyTorch implementation of "Learning Fine-grained Image Similarity with Deep Ranking" (arXiv:1404.4661)
compimg - python package for computing similarity between the images
🖼️ This repository contains ready to run code for the following image processing techniques: Image Gradient, Image Smoothness, Image Histogram (Intensity Histogram) and Structural Similarity Index Measure (SSIM) of Two Images
PyTorch code for "SOLAR: Second-Order Loss and Attention for Image Retrieval". In ECCV 2020
Cluster, visualize similar images, get the file path associated with each cluster.
A tool to transform images using predefined transformations, sort transformed images based on their similarity to a standard image, perform analysis on the orderings, as well as producing auxiliary materials like printable images and graphs.
Attempt to train a convolutional neural network for image classification using transfer learning. The model constructed was then adapted to the purpose of developing an image search engine able to rank images with regard to their similarity.
PyTorch Blog Post On Image Similarity Search
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