DeRPN
Proposal network
Improves object detection by generating region proposals with increased adaptivity.
A novel region proposal network for more general object detection ( including scene text detection ).
156 stars
23 watching
46 forks
Language: Python
last commit: about 6 years ago
Linked from 1 awesome list
detectionobject-detectionobject-proposalsregion-proposalsrpnscene-textscene-text-detectiontext-detection
Related projects:
Repository | Description | Stars |
---|---|---|
| Develops a deep learning model for large-scale object detection that leverages hybrid knowledge and routing mechanisms. | 105 |
| An implementation of R-FCN, an object detection algorithm using region-based fully convolutional networks. | 1,048 |
| An implementation of an object detection algorithm using PyTorch and region-based fully convolutional networks | 279 |
| Detects text in images using a neural network architecture | 1,282 |
| A custom implementation of Faster R-CNN with ResNet architecture and Online Hard Example Mining. | 207 |
| Develops an efficient network architecture for semantic segmentation of high-resolution remote sensing images. | 34 |
| Develops a system to detect, segment, and rank camouflaged objects in images. | 74 |
| This project implements a deep learning framework for object detection using a feature pyramid network architecture. | 525 |
| A Python implementation of a depth-induced multi-scale recurrent attention network for RGB-D saliency detection | 105 |
| A deep learning framework for object detection tasks using a novel neural network architecture | 355 |
| A MATLAB implementation of an object detection framework that leverages deep fully convolutional networks to accurately and efficiently detect objects in images. | 1,245 |
| Matlab implementation of a deep learning-based method for classifying hyperspectral images | 56 |
| A PyTorch implementation of a deep learning model for semantic image segmentation | 1,598 |
| An implementation of line segment detection using convolutional neural networks and a coupled region coloring problem | 297 |
| An open-source implementation of an image segmentation model that combines background removal and object detection capabilities. | 1,484 |