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Keras Spp ⭐ 360

Spatial pyramid pooling layers for keras

Spp_net ⭐ 349

SPP_net : Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

Pytorch Spynet ⭐ 285

a reimplementation of Optical Flow Estimation using a Spatial Pyramid Network in PyTorch

Spatial Pyramid Network for Optical Flow

Spatial Pyramid Pooling on top of AlexNet using tensorflow. ***New updates for SPPnet in Pytorch**

Pg_bow_demo ⭐ 92

Image Classification using Bag of Words and Spatial Pyramid BoW

Image Recognition ⭐ 62

Recognize images using Spatial Pyramid Matching & Earth Mover's Distance

Image Recognition ⭐ 44

Image recognition methods from bag of words (BoW), Spatial Pyramid Matching (SPM), Sparse Codeing SPM (ScSPM) to convolutional neural networks (CNN)

Spatial Pyramid Matching Scene Recognition ⭐ 18

Trained a classifier to recognize 3000 images with 15 categories using Bag of Features model and Spatial Pyramid Matching algorithm. Improved accuracy from ~50% to ~70%

Imdescrip ⭐ 17

A collection of python tools for extracting descriptors from images (whole and sub-image descriptors).

A SPP_net in pytorch framework

Tools for computer vision experiments, including a fast implementation of the pyramid match algorithm.

Spatial Pyramid Pooling ⭐ 9

Spatial Pyramid Pooling layer implemented in NumPy and Tensorflow

Intrinsic Spatial Pyramid Matching (ISPM) on 3D meshed surfaces.

Roadpavementsegmentation ⭐ 6

Repository for all the stuff related with road pavements defect segmentation. Main idea behind the segmentation is to create/approve/test various architectures (modification of autoencoders, such as U-Net) to find the best to do the task. Third-party library priorities: Tensorflow (with Keras frontend), OpenCV and many nifty things related to Python programming language.

Pytorch Pyramid Pooling ⭐ 6

This Module implements Spatial Pyramid Pooling (SPP) and Temporal Pyramid Pooling (TPP) as described in different papers.

PyTorch demo code for "Spatial-Temporal Pyramid Based Convolutional Neural Network for Action Recognition"

Scene Classification ⭐ 5

Spatial Pyramid Matching for Scene Classification

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