Facing issues with Change detection inference the model, SVCD/CDD

[shuklak-dev]

Hi,

I am trying to test the model for Change detection, looking for guidance:

Issues:

1. Unable to install the dependencies as mentioned

python version 3.8.0 is not available - I tried 3.9.x

I am using cuda 11.8, 12.8 (tried both and finally decided to use 11.8)
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2022 NVIDIA Corporation
Built on Wed_Sep_21_10:41:10_Pacific_Daylight_Time_2022
Cuda compilation tools, release 11.8, V11.8.89
Build cuda_11.8.r11.8/compiler.31833905_0

• I am on Windows 10 PC and using VS code to create virtual environment to install all the dependencies however as mentioned I get lot of compatibility issues so need some guidance to install available versions using PIP.
• Looking for a detailed steps to test the change detection using the specification mentioned above
• I tried to install the libraries
• basically after trying for 2-3 days I am clueless how to use this model as in the read me file I can hardly understand step by step instructioins to make the model work on GPU enabled machine as I have.

pip list:

Package Version Editable project location

---

addict 2.4.0
aliyun-python-sdk-core 2.16.0
aliyun-python-sdk-kms 2.16.5
certifi 2025.1.31
cffi 1.17.1
charset-normalizer 3.4.1
click 8.1.8
colorama 0.4.6
contourpy 1.1.1
crcmod 1.7
cryptography 44.0.2
cycler 0.12.1
e2cnn 0.2.3
einops 0.8.1
filelock 3.14.0
fonttools 4.57.0
fsspec 2025.3.0
huggingface-hub 0.30.2
idna 3.10
importlib_metadata 8.5.0
importlib_resources 6.4.5
jmespath 0.10.0
kiwisolver 1.4.7
Markdown 3.7
markdown-it-py 3.0.0
mat4py 0.6.0
matplotlib 3.7.5
mdurl 0.1.2
mmcv 2.0.0
mmdet 3.3.0
mmengine 0.8.4
mmpretrain 1.2.0
mmrotate 1.0.0rc1
mmsegmentation 1.2.2
model-index 0.1.11
modelindex 0.0.2
mpmath 1.3.0
numpy 1.24.4
opencd 1.1.0 C:\Users<username>\source\repos\MTP\open-cd
opencv-python 4.8.0.74
opendatalab 0.0.10
openmim 0.3.9
openxlab 0.1.2
ordered-set 4.1.0
oss2 2.17.0
packaging 24.2
pandas 2.0.3
pillow 10.4.0
pip 25.0.1
platformdirs 4.3.6
prettytable 3.11.0
pycocotools 2.0.7
pycparser 2.22
pycryptodome 3.22.0
Pygments 2.19.1
pyparsing 3.1.4
python-dateutil 2.9.0.post0
pytz 2023.4
pywin32 310
PyYAML 6.0.2
regex 2024.11.6
requests 2.28.2
rich 13.4.2
safetensors 0.5.3
scipy 1.10.1
setuptools 60.2.0
shapely 2.0.7
six 1.17.0
sympy 1.13.3
tabulate 0.9.0
termcolor 2.4.0
terminaltables 3.1.10
timm 0.9.5
tomli 2.2.1
torch 1.9.0+cu111
torchvision 0.10.0+cu111
tqdm 4.65.2
typing_extensions 4.13.2
tzdata 2025.2
urllib3 1.26.20
wcwidth 0.2.13
yapf 0.43.0
zipp 3.20.2

[DotWang]

@AJMN88000643 see this: #2

[shuklak-dev]

@DotWang : yes I referred it already but the libraries and versions mentioned don’t work for me. Can you please help in this - thx

[DotWang]

@AJMN88000643 the environ in readme is for slurm, please refer to that issue I mentioned for a suitable environ on GPU server (given by SalzingerJ).

[shuklak-dev]

I tried this solution #2 (comment)

But here ther is a problem here:

mmsegmentation should be cloned from its repository, then the files from the desired use case should be copied into mmsegmentation following their paths in the MTP repo.

Questions:

• after cloning from the github repo - what all files and directories to be copied here? I want to use change detection I am did not get any clear documentation which explains this ! Its confusing not clear...

[DotWang]

@AJMN88000643 For change detection, please use the opencd, which is developed based on the mmsegmentation