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https://github.com/AI-liu/Complex-YOLO
Complex-YOLO: Real-time 3D Object Detection on Point Clouds pytorch Darknet
https://github.com/AI-liu/Complex-YOLO
Last synced: 2 months ago
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Complex-YOLO: Real-time 3D Object Detection on Point Clouds pytorch Darknet
- Host: GitHub
- URL: https://github.com/AI-liu/Complex-YOLO
- Owner: AI-liu
- Created: 2018-08-06T13:16:54.000Z (almost 6 years ago)
- Default Branch: master
- Last Pushed: 2019-03-21T16:10:01.000Z (over 5 years ago)
- Last Synced: 2024-01-26T00:41:01.508Z (5 months ago)
- Language: Python
- Homepage:
- Size: 333 KB
- Stars: 427
- Watchers: 17
- Forks: 112
- Open Issues: 25
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Metadata Files:
- Readme: README.md
Lists
- awesome-autonomous-vehicle - AI-liu/Complex-YOLO - (SOTA代码 / 物体检测|Object Detection)
- my-awesome-stars - AI-liu/Complex-YOLO - Complex-YOLO: Real-time 3D Object Detection on Point Clouds pytorch Darknet (Python)
- awesome-yolo-object-detection - AI-liu/Complex-YOLO - liu/Complex-YOLO?style=social"/> : This is an unofficial implementation of "Complex-YOLO: Real-time 3D Object Detection on Point Clouds in pytorch". (**[arXiv 2018](https://arxiv.org/abs/1803.06199)**) (Applications)
- awesome-stars - AI-liu/Complex-YOLO - Complex-YOLO: Real-time 3D Object Detection on Point Clouds pytorch Darknet (Python)
README
# Complex-YOLO
Complex-YOLO: Real-time 3D Object Detection on Point Clouds pytorch# Introduction
This is an unofficial implementation of Complex-YOLO: Real-time 3D Object Detection on Point Clouds in pytorch. A large part of this project is based on the work here:https://github.com/marvis/pytorch-yolo2Point Cloud Preprocessing is based on:https://github.com/skyhehe123/VoxelNet-pytorch
https://github.com/dongwoohhh/MV3D-Pytorch# Data Preparation
Download the 3D KITTI detection dataset.
Camera calibration matrices of object data set (16 MB)
Training labels of object data set (5 MB)
Velodyne point clouds (29 GB)
# Train
python3 main.py
trained model(using DarkNet) download link :https://pan.baidu.com/s/1yeU3Q-Oyozv7qFqrVhzj0A
# Result
![](https://github.com/AI-liu/Complex-YOLO/blob/master/results/1.png)
![](https://github.com/AI-liu/Complex-YOLO/blob/master/results/2.png)
![](https://github.com/AI-liu/Complex-YOLO/blob/master/results/3.png)
![](https://github.com/AI-liu/Complex-YOLO/blob/master/results/4.png)
![](https://github.com/AI-liu/Complex-YOLO/blob/master/results/5.png)
![](https://github.com/AI-liu/Complex-YOLO/blob/master/results/6.png)
![](https://github.com/AI-liu/Complex-YOLO/blob/master/results/7.png)
![](https://github.com/AI-liu/Complex-YOLO/blob/master/results/8.png)
![](https://github.com/AI-liu/Complex-YOLO/blob/master/results/9.png)