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There are many small inaccuracies in the segmentation results on my dataset. Could you please provide some suggestions?

Open clawCa opened this issue 1 year ago • 12 comments

Thank you for open sourcing your code! I trained the model on my own dataset. In my segmentation scenario, I have a class representing over 30 potted plants. the average precision (AP) value for this class is an impressive 0.9. However, upon reviewing the segmentation results, I noticed the presence of many small instances resembling speckles on each potted plant. Could you provide some tuning advice? image

clawCa avatar Mar 13 '24 08:03 clawCa

Thank you for open sourcing your code! I trained the model on my own dataset. In my segmentation scenario, I have a class representing over 30 potted plants. the average precision (AP) value for this class is an impressive 0.9. However, upon reviewing the segmentation results, I noticed the presence of many small instances resembling speckles on each potted plant. Could you provide some tuning advice? image

Hi! May I please ask you to share the versions of the modules that are working for you? I am getting the error especially for hydra. It seems that the reported versions in environments no longer work. Thanks in advance for your help!

narges-tk avatar Apr 17 '24 09:04 narges-tk

Hi! May I please ask you to share the versions of the modules that are working for you? I am getting the error especially for hydra. It seems that the reported versions in environments no longer work. Thanks in advance for your help!

hydra-core == 1.0.5, maybe you can try offline mode. environment_mask3d.zip

clawCa avatar Apr 17 '24 11:04 clawCa

Hi! May I please ask you to share the versions of the modules that are working for you? I am getting the error especially for hydra. It seems that the reported versions in environments no longer work. Thanks in advance for your help!

hydra-core == 1.0.5, maybe you can try offline mode. environment_mask3d.zip

Many thanks for your great help!

narges-tk avatar Apr 18 '24 15:04 narges-tk

Thank you for open sourcing your code! I trained the model on my own dataset. In my segmentation scenario, I have a class representing over 30 potted plants. the average precision (AP) value for this class is an impressive 0.9. However, upon reviewing the segmentation results, I noticed the presence of many small instances resembling speckles on each potted plant. Could you provide some tuning advice? image

Hi! May I please ask to guide me through how to visualize segmentation results? In fact, the following figure is the content of my visualization folder. However, when I open the .bin files of segmentation in cloud compare it is a huge file for even a very small subset and can not be opened. Thanks in advance for your help. image image

narges-tk avatar Apr 26 '24 07:04 narges-tk

Thank you for open sourcing your code! I trained the model on my own dataset. In my segmentation scenario, I have a class representing over 30 potted plants. the average precision (AP) value for this class is an impressive 0.9. However, upon reviewing the segmentation results, I noticed the presence of many small instances resembling speckles on each potted plant. Could you provide some tuning advice? image

Hi! May I please ask to guide me through how to visualize segmentation results? In fact, the following figure is the content of my visualization folder. However, when I open the .bin files of segmentation in cloud compare it is a huge file for even a very small subset and can not be opened. Thanks in advance for your help. image image

Based on the generated bin file names, find the code part that stores the point cloud. You need to add the code to save the point cloud and its labels. In another issue, the author replied about the methods for visualization.

clawCa avatar Apr 26 '24 08:04 clawCa

Thank you for open sourcing your code! I trained the model on my own dataset. In my segmentation scenario, I have a class representing over 30 potted plants. the average precision (AP) value for this class is an impressive 0.9. However, upon reviewing the segmentation results, I noticed the presence of many small instances resembling speckles on each potted plant. Could you provide some tuning advice? image

Hi! May I please ask to guide me through how to visualize segmentation results? In fact, the following figure is the content of my visualization folder. However, when I open the .bin files of segmentation in cloud compare it is a huge file for even a very small subset and can not be opened. Thanks in advance for your help. image image

Based on the generated bin file names, find the code part that stores the point cloud. You need to add the code to save the point cloud and its labels. In another issue, the author replied about the methods for visualization.

Thanks a lot for your prompt help!

narges-tk avatar Apr 26 '24 10:04 narges-tk

Thank you for your issues,may I know how your dataset is made, and how to use it?

bh-cai avatar May 14 '24 01:05 bh-cai

Thank you for open sourcing your code! I trained the model on my own dataset. In my segmentation scenario, I have a class representing over 30 potted plants. the average precision (AP) value for this class is an impressive 0.9. However, upon reviewing the segmentation results, I noticed the presence of many small instances resembling speckles on each potted plant. Could you provide some tuning advice? image

Thank you for your issues,may I know how your dataset is made, and how to use it?

bh-cai avatar May 14 '24 01:05 bh-cai

Thank you for your issues,may I know how your dataset is made, and how to use it?

You need to modify the pre-processing code provided by the author based on the format of your own dataset.

clawCa avatar May 14 '24 07:05 clawCa

What's your training code and testing code?

Lizhinwafu avatar Jun 11 '24 19:06 Lizhinwafu