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%
☆42Updated 6 years ago
Related projects: ⓘ
- Image recognition methods from bag of words (BoW), Spatial Pyramid Matching (SPM), Sparse Codeing SPM (ScSPM) to convolutional neural net…☆57Updated 6 years ago
- Image Classification using SIFT, Bag of words, k means clustering and SVM Classification☆79Updated 2 months ago
- Created a model which localized important features of a image using Global Average Pooling. Implementation based on research paper ( http…☆20Updated 7 years ago
- Scene recognition using multiple feature extractors (tiny-images, D-SIFT, BoVW, PHoW) and different classifiers (KNN, SVM).☆21Updated 9 years ago
- Solution of Intel scene classification problem | 95.4 % Accuracy | 5th rank☆21Updated 5 years ago
- Scene recognition with bag of SIFT and Support Vector Machine (SVM)☆44Updated 7 years ago
- Feature Map Inversion to visualize what feature a filter extract from input image in CNNs☆29Updated 8 years ago
- ☆14Updated 9 years ago
- An implementation of optical flow using both the Lucas Kanade method as well as Horn Schunck.☆43Updated 8 years ago
- Image Feature Extraction and Classification Using Python☆108Updated 7 years ago
- 微调 Inception-ResNet-V2, 解决 AI Challenger 2017 场景分类问题。☆76Updated 4 years ago
- End-to-end Learning of Deep Visual Representations for Image Retrieval.☆44Updated 3 years ago
- Extract face feature based on gabor filtering☆23Updated 7 years ago
- ☆14Updated 8 years ago
- Saliency map generated by back projecting the image histogram on itself, and refinement with Grabcut.☆28Updated 6 years ago
- Unsupervised image retrieval on MNIST dataset using a convolutional autoencoder☆48Updated 7 years ago
- Image Search Engine☆11Updated 4 years ago
- Histogram Of Oriented Gradients☆37Updated 4 years ago
- A practical example on how to combine both a CNN and a RNN to classify images.☆51Updated 7 years ago
- Implementation of: 1) simple CNN for MNIST 2) Alexnet and VGG16 net(from scratch as well as using pre-trained ImageNet weights) on Pascal…☆16Updated 6 years ago
- Code for 'Regional Attention Based Deep Feature for Image Retrieval (BMVC 2018)' https://sglab.kaist.ac.kr/RegionalAttention/☆82Updated 9 months ago
- Implementations of Fourier Transform, Laplacian Pyramids, Edge Detection☆31Updated 6 years ago
- Bag-of-words Image Retrieval☆17Updated 6 years ago
- Guide to the Content Based Image Retrieval☆41Updated 6 years ago
- A Siamese similarity model for image similarity☆58Updated 5 years ago
- sagieppel / Focusing-attention-of-Fully-convolutional-neural-networks-on-Region-of-interest-ROI-input-map-This project contains code for a fully convolutional neural network (FCN) for semantic segmentation with a region of interest (ROI) map a…☆48Updated 3 years ago
- Deep Learning for image retrieval☆17Updated 5 years ago
- ☆41Updated 6 years ago
- Implementation of edge detection algorithm in Python☆80Updated 5 years ago
- Fine-Grained Visual Classification for Plants & Flowers☆16Updated 5 years ago