frustum-pointnets
Object detector
A deep learning framework for 3D object detection from RGB-D data
Frustum PointNets for 3D Object Detection from RGB-D Data
2k stars
46 watching
537 forks
Language: Python
last commit: over 6 years agoLinked from 1 awesome list
3ddeep-learningobject-detectionpoint-cloudrobotics
szenergy/awesome-lidarRelated projects:
| Repository | Description | Stars |
|---|---|---|
 maudzung/sfa3d | A deep learning framework for fast and accurate 3D object detection from LiDAR point clouds | 1,044 |
 lz118/deep-correlation-network | Develops a deep neural network model for detecting salient objects in RGBT images using correlation information from other colors. | 13 |
 charlesshang/tffrcnn | A TensorFlow-based implementation of Faster R-CNN object detection using pre-trained ResNet networks and custom datasets. | 875 |
 daijifeng001/r-fcn | A MATLAB implementation of an object detection framework that leverages deep fully convolutional networks to accurately and efficiently detect objects in images. | 1,245 |
 weecology/deepforest | A Python package for training and predicting ecological objects in airborne imagery using deep learning object detection networks. | 529 |
 yuwenxiong/py-r-fcn | An implementation of R-FCN, an object detection algorithm using region-based fully convolutional networks. | 1,048 |
 robertcsordas/rfcn-tensorflow | An implementation of a deep learning model for object detection and segmentation in images | 292 |
 ibm/max-object-detector | A tool for detecting objects in images using deep learning models | 290 |
 chanyn/hkrm | Develops a deep learning model for large-scale object detection that leverages hybrid knowledge and routing mechanisms. | 105 |
 jxr326/swinmcnet | A Python-based object detection framework utilizing transformers and computer vision techniques to detect salient objects in RGB-thermal images | 16 |
 szq0214/dsod | A deep learning-based object detection system from scratch | 706 |
 zengarden/light_head_rcnn | A research project providing a deep learning-based object detection framework | 835 |
 danielhfnr/tensorflow-carla-object-detection | A tool for training object detection classifiers using TensorFlow and Carla simulator data | 8 |
 taokong/ron | A deep learning framework for object detection tasks using a novel neural network architecture | 355 |
 shaoqingren/spp_net | Re-implementation of an object detection algorithm described in the ECCV 2014 paper Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition. | 364 |