# 3D-Model-Reconstruction from 2D images
# A Novel Hybrid Ensemble Approach For 3D Object <br /> Reconstruction from Multi-View Monocular RGB images for Robotic Simulations
Ajith Balakrishnan, Dr. Sreeja S
## (1) Architecture
## (2) STSO-JTSO Algorithm
## (3) Sample Results
## (4) Data
#### 3D-R2N2 Dataset
[https://github.com/chrischoy/3D-R2N2](https://github.com/chrischoy/3D-R2N2)
#### LSM Dataset
[https://github.com/akar43/lsm](https://github.com/akar43/lsm)
## (5) Released Model
#### Trained on 3D-R2N2 dataset
will release soon
## (6) Requirements
python 3.5
tensorflow 1.11.0
numpy 1.13.3
scipy 0.19.0
matplotlib 2.0.2
skimage 0.13.0
## (7) Run
#### Training
python main_AttSets.py
#### Test Demo (Download released model first)
python demo_AttSets.py
三维重建项目-从单目RGB多视图图像重建三维目标-混合集成方法-优质项目实战.zip
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2024-03-22
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三维重建项目-从单目RGB多视图图像重建三维目标-混合集成方法-优质项目实战.zip （269个子文件） 
binvox 483KB prediction1.binvox 4KB model.binvox 4KB model.binvox 3KB model.binvox 2KB model.binvox 2KB model.binvox 2KB model.binvox 2KB model.binvox 2KB sphere.dae 130KB sphere.dae 101KB sphere.dae 46KB .gitignore 38B 3D-Model-Reconstruction.iml 398B colab_main_attsets.ipynb 43KB attsets_demo_python3.ipynb 10KB attsets_demo_python3-checkpoint.ipynb 7KB link 36B README.md 902B meshconv 2.44MB retrained_oil_7.obj 1.78MB prediction.obj 1.62MB prediction1.obj 1.28MB prediction1.obj 1.28MB prediction.obj 1.06MB pretrained_9.obj 908KB retrained_7.obj 891KB prediction.obj 366KB sample.obj 173KB sample.obj 134KB sample.obj 61KB model.obj 56KB
qualitativeoutpus.png 268KB attsets_sample.png 224KB stsojtso.png 222KB structure_updated.png 83KB 9.png 78KB attsets_arch.png 76KB 1.png 68KB 8.png 59KB attsets_optim.png 54KB 6.png 54KB 12.png 41KB 13.png 40KB 14.png 40KB 8.png 40KB 11.png 38KB 7.png 37KB 15.png 37KB Webp.net-resizeimage (6).png 36KB 17.png 36KB Webp.net-resizeimage (3).png 36KB 16.png 35KB Webp.net-resizeimage (7).png 34KB Webp.net-resizeimage (5).png 34KB Webp.net-resizeimage (4).png 33KB 20.png 32KB Webp.net-resizeimage (1).png 32KB Webp.net-resizeimage.png 32KB Webp.net-resizeimage (2).png 31KB 18.png 28KB 19.png 24KB 6.png 18KB 10.png 18KB 2.png 15KB 20.png 15KB 4.png 14KB 19.png 14KB 5.png 14KB 14.png 13KB 05.png 12KB 22.png 12KB 13.png 12KB 20.png 12KB 15.png 12KB 01.png 12KB 9.png 11KB 21.png 11KB 20.png 11KB 05.png 11KB 08_01_rgb.png 11KB 08.png 11KB 23.png 11KB 17.png 11KB 00.png 11KB 06_03_rgb.png 11KB 06.png 10KB 07.png 10KB 06_01_rgb.png 10KB 23.png 10KB 18.png 10KB 19.png 10KB 1.png 10KB 15.png 10KB 07.png 10KB 07.png 10KB 21.png 10KB 04.png 10KB 20.png 10KB 12.png 10KB共 269 条
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