TrungTVo / spatial-pyramid-matching-scene-recognition
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%
☆43Updated 7 years ago
Alternatives and similar repositories for spatial-pyramid-matching-scene-recognition:
Users that are interested in spatial-pyramid-matching-scene-recognition are comparing it to the libraries listed below
- Image recognition methods from bag of words (BoW), Spatial Pyramid Matching (SPM), Sparse Codeing SPM (ScSPM) to convolutional neural net…☆58Updated 7 years ago
- Image Classification using SIFT, Bag of words, k means clustering and SVM Classification☆84Updated 10 months ago
- Feature Map Inversion to visualize what feature a filter extract from input image in CNNs☆30Updated 8 years ago
- Solution of Intel scene classification problem | 95.4 % Accuracy | 5th rank☆21Updated 6 years ago
- Guide to the Content Based Image Retrieval☆42Updated 7 years ago
- An image retrieval system based on MXNET : From training to website☆18Updated 5 years ago
- ☆14Updated 9 years ago
- ☆14Updated 10 years ago
- CNN Image Retrieval in MatConvNet: Training and evaluating CNNs for Image Retrieval in MatConvNet☆188Updated 2 years ago
- Scene recognition with bag of SIFT and Support Vector Machine (SVM)☆44Updated 8 years ago
- Scene recognition using multiple feature extractors (tiny-images, D-SIFT, BoVW, PHoW) and different classifiers (KNN, SVM).☆22Updated 10 years ago
- Bag-of-words Image Retrieval☆17Updated 7 years ago
- Image Search Engine☆12Updated 5 years ago
- End-to-end Learning of Deep Visual Representations for Image Retrieval.☆45Updated 4 years ago
- a python implementation of manifold ranking saliency☆49Updated 5 years ago
- A flask-based cbir system☆88Updated last year
- Bilinear CNNs in PyTorch☆20Updated 5 years ago
- Unsupervised image retrieval on MNIST dataset using a convolutional autoencoder☆48Updated 7 years ago
- SimNet: Learning Non-Metric Visual Similarity for Image Retrieval☆12Updated 6 years ago
- Autoencoder and t-SNE dim-reduction to visualize the MNIST dataset (and others)☆17Updated 6 years ago
- Image clustering using the similarity algorithms: SIFT, SSIM, CW-SSIM, MSE☆56Updated 6 years ago
- ☆36Updated 6 years ago
- Image feature selection performed by using white and black box algorithms☆25Updated 3 years ago
- Implementation of our ICCV 2017 paper: MIHash - Hashing with Mutual Information☆34Updated 3 years ago
- Created a model which localized important features of a image using Global Average Pooling. Implementation based on research paper ( http…☆21Updated 8 years ago
- Feature extraction by using SITF+BoF.☆22Updated 7 years ago
- Page to list the related works on deep learning for image retrieval.☆52Updated 5 years ago
- semantic segmentation with focal loss☆47Updated 7 years ago
- Simple Image registration using SIFT and RANSAC algorithm☆65Updated 7 years ago
- Deep Learning for image retrieval☆17Updated 6 years ago