Dear authors,
Hello! I am currently reproducing your CVPR 2024 paper:
“Domain Generalization for Crop Segmentation with Standardized Ensemble Knowledge Distillation”
using the official repository PIC4SeR/AgriSeg
.
💡 Issue Description
During the reproduction process, I encountered a problem related to missing teacher model weights.
When running the knowledge distillation training stage, the script raised the following error:
FileNotFoundError: [Errno 2] No such file or directory: 'bin/teachers/tf_geom/teacher_chard.h5'
After carefully checking both the paper and this repository, I could not find any link or reference to the pretrained teacher models, nor detailed configurations for teacher training.
❓ Questions
Could you please confirm:
Are the teacher model weights publicly available?
If yes, could you please provide the download link or release version?
If not, could you share the training hyperparameters or minimal configuration to reproduce them?
Were all teacher models trained with the same backbone as the student (e.g., MobileNetV3 + LR-ASPP), or were larger networks used?
🧩 Error Log
Below is the relevant log excerpt for clarity:
Traceback (most recent call last):
File "train_distill.py", line 120, in
model.load_teacher("bin/teachers/tf_geom/teacher_chard.h5")
File "/AgriSeg/utils/models.py", line 45, in load_teacher
raise FileNotFoundError(f"No such file or directory: '{path}'")
FileNotFoundError: [Errno 2] No such file or directory: 'bin/teachers/tf_geom/teacher_chard.h5'
🙏 Additional Notes
I’m reproducing this work for academic research and validation purposes.
I really appreciate your contributions to advancing domain generalization in agricultural segmentation.
Thank you very much for your time and support!
Best regards,
JiaHuan Zhan
South China Agriculture University Student
contact me with yaochuanzhan@gmail.com
Dear authors,
Hello! I am currently reproducing your CVPR 2024 paper:
“Domain Generalization for Crop Segmentation with Standardized Ensemble Knowledge Distillation”
using the official repository PIC4SeR/AgriSeg
.
💡 Issue Description
During the reproduction process, I encountered a problem related to missing teacher model weights.
When running the knowledge distillation training stage, the script raised the following error:
FileNotFoundError: [Errno 2] No such file or directory: 'bin/teachers/tf_geom/teacher_chard.h5'
After carefully checking both the paper and this repository, I could not find any link or reference to the pretrained teacher models, nor detailed configurations for teacher training.
❓ Questions
Could you please confirm:
Are the teacher model weights publicly available?
If yes, could you please provide the download link or release version?
If not, could you share the training hyperparameters or minimal configuration to reproduce them?
Were all teacher models trained with the same backbone as the student (e.g., MobileNetV3 + LR-ASPP), or were larger networks used?
🧩 Error Log
Below is the relevant log excerpt for clarity:
Traceback (most recent call last):
File "train_distill.py", line 120, in
model.load_teacher("bin/teachers/tf_geom/teacher_chard.h5")
File "/AgriSeg/utils/models.py", line 45, in load_teacher
raise FileNotFoundError(f"No such file or directory: '{path}'")
FileNotFoundError: [Errno 2] No such file or directory: 'bin/teachers/tf_geom/teacher_chard.h5'
🙏 Additional Notes
I’m reproducing this work for academic research and validation purposes.
I really appreciate your contributions to advancing domain generalization in agricultural segmentation.
Thank you very much for your time and support!
Best regards,
JiaHuan Zhan
South China Agriculture University Student
contact me with yaochuanzhan@gmail.com