monodepth2 安裝python+pytorch 環境及準備資料

https://github.com/nianticlabs/monodepth2

 

A. 同yolov7 的安裝

B.

pip install tensorboardX
pip install scikit-image
pip install wget

 

C. test 

python test_simple.py --image_path assets/test_image.jpg --model_name mono+stereo_640x192

*會自動download pre-trained weights,    output 在- assets\test_image_disp.jpeg

D. training 

python train.py --model_name mono_model

*缺training data set, 請使用D. dowload images.
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D. download images,

 

需要以下的小程式, 先將目錄切到   .\monodepth2-master\splits

以下存成 wget.py

>> python wget.py


import wget, tarfile
import os

## readlines()
file1 = open('kitti_archives_to_download.txt', 'r')
Lines = file1.readlines()

os.chdir("../kitti_data")  
count = 0
# Strips the newline character
for line in Lines:
    #print("Line{}: {}".format(count, line.strip()))
    wget.download(line)


E. 解壓到 D:\depth\monodepth2-master\kitti_data

image

將png 轉換為jpg.

... 未完!!!! 之後補齊

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