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dlvc_group17

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22d00aee35c69f9a44276e468924b7274520cf68

final version report

bben-schwen committed 4 years ago
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added report

bben-schwen committed 4 years ago
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push abgabe

bben-schwen committed 4 years ago

README

The README file for this repository.

Evaluation of Depth Estimation

Installation

Use:

pip3 --install -r requirements.txt

to install everything.

Then download the AdaBins_nyu.pt weights from here.

Next, the dataset can be download here, unzipped and placed at a known location.

Finally the camera has to be calibrated, with:

cd src
python3 calibrate.py --path path/to/unpacked/calibrated.zip

Run aruco tests

python3 adabins.py --path ...
python3 aruco.py --source ...

Run depth estimation

python3 depth.py --path ...

Create Video

After generating all depth images, you can create a video with

python3 video.py

Results

Depth Comparison:

Depth Comparison

Adabins vs ArUco1

Adabins vs ArUco1

Adabins vs ArUco3

Adabins vs ArUco3

Adabins vs ArUco4

Adabins vs ArUco2