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Implementing Content-Based Image Retrieval with Siamese Networks
With content-based image retrieval, we refer to the task of finding images containing attributes which are not in the image metadata, but in its visual ...
image-similarity-search image-retrieval siamese-networks pytorch
Fast Online Object Tracking and Segmentation: A Unifying Approach
We illustrate how to perform both realtime object tracking and semi-supervised video object segmentation using a fully-convolutional Siamese approach.
object-tracking siamese-networks convolutional-neural-networks computer-vision
Nearest Celebrity Face
Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours. The input ...
deep-learning siamese-networks computer-vision code
Change Detection using Siamese networks
The blog is a primer on Siamese Networks and how they're used for observing change in satellite images over time, or observing facial changes as people age
deep-learning computer-vision convolutional-neural-networks siamese-networks
Dimensionality reduction in very large datasets using Siamese Networks
dimensionality-reduction siamese-networks tensorflow library
Face Verification
Implementation of Siamese Neural network model used for face verification. The dataset used for this task is IMDB-WIKI-face images Dataset.
face-detection siamese-networks computer-vision tutorial
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