ONNX Model Zoo

onboard-coop/fast-methane-filters-models

By onboard-coop · ↓ 0 · ♥ 1 · Updated 2025-07-07

What's in this repo

This page lists the files in onboard-coop/fast-methane-filters-models, including final_checkpoint_model_40ep.onnx and more.

  • 35 ONNX models (.onnx files)
  • 213 files, including 105 .yaml, 35 .ckpt, 35 .onnx, 35 .json, 1 .md
  • Last updated 2025-07-07

ONNX files

File Size Download
LINKNET/CEM/LinkNet_RGB_CEM_A/final_checkpoint_model_40ep.onnx — Download
LINKNET/CEM/LinkNet_RGB_CEM_B/final_checkpoint_model_40ep.onnx — Download
LINKNET/CEM/LinkNet_RGB_CEM_C/final_checkpoint_model_40ep.onnx — Download
LINKNET/CEM/LinkNet_RGB_CEM_D/final_checkpoint_model_40ep.onnx — Download
LINKNET/CEM/LinkNet_RGB_CEM_E/final_checkpoint_model_40ep.onnx — Download
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_A/final_checkpoint_model_40ep.onnx — Download
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_B/final_checkpoint_model_40ep.onnx — Download
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_C/final_checkpoint_model_40ep.onnx — Download
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_D/final_checkpoint_model_40ep.onnx — Download
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_E/final_checkpoint_model_40ep.onnx — Download

Showing 10 of 35 .onnx files — see the full file list on the right.

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

Model Card

This Hugging Face repository contains models trained in the article "Optimizing Methane Detection On Board Satellites: Speed, Accuracy, and Low-Power Solutions for Resource-Constrained Hardware."

Paper: Optimizing Methane Detection On Board Satellites: Speed, Accuracy, and Low-Power Solutions for Resource-Constrained Hardware

Model Overview

The models here were trained using the code available at the following GitHub repository:

The main project code, including filters benchmarking and demos, is available at the:

Data and Products

The precomputed products used for training were created by code in the main project repository:

Additionally, these precomputed products are hosted and accessible here:

Sample Usage

You can try out our models and demos directly in Google Colab using the provided notebooks:

  • Models Demo: Open In Colab This notebook demonstrates model inference.

  • Products Creation and Benchmarking Demo: Open In Colab This notebook demonstrates generating products and measuring their runtime.

For local inference using the ONNX models, refer to the benchmark/onnx_inference_time.py script in the Project Code repository.

Citation

If you use these models in your research, please cite our article:

@misc{herec2025optimizingmethanedetectionboard,
      title={Optimizing Methane Detection On Board Satellites: Speed, Accuracy, and Low-Power Solutions for Resource-Constrained Hardware},
      author={Jonáš Herec and Vít Růžička and Rado Pitoňák},
      year={2025},
      eprint={2507.01472},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2507.01472},
}

Models performance

U-Net - CEM

ID Recall Precision F1 F1 strong
A 0.441 0.317 0.369 0.500
B 0.701 0.158 0.258 0.550
C 0.531 0.299 0.382 0.610
D 0.536 0.218 0.310 0.551
E 0.564 0.182 0.275 0.469
AVG 55.47% 23.49% 31.90% 53.55%
STD 8.41% 6.30% 4.94% 4.85%

U-Net - ACE

ID Recall Precision F1 F1 strong
A 0.468 0.202 0.282 0.460
B 0.480 0.288 0.360 0.537
C 0.413 0.253 0.314 0.461
D 0.550 0.194 0.287 0.510
E 0.500 0.162 0.245 0.442
AVG 48.22% 21.99% 29.77% 48.19%
STD 4.46% 4.50% 3.82% 3.57%

U-Net - MF

ID Recall Precision F1 F1 strong
A 0.603 0.153 0.243 0.451
B 0.673 0.198 0.306 0.585
C 0.563 0.259 0.355 0.507
D 0.625 0.173 0.271 0.558
E 0.466 0.301 0.366 0.496
AVG 58.60% 21.68% 30.82% 51.94%
STD 6.97% 5.52% 4.73% 4.73%

U-Net - MAG1C-SAS

ID Recall Precision F1 F1 strong
A 0.587 0.456 0.513 0.668
B 0.618 0.291 0.395 0.642
C 0.576 0.290 0.386 0.604
D 0.613 0.414 0.495 0.686
E 0.427 0.280 0.338 0.470
AVG 56.42% 34.62% 42.54% 61.40%
STD 7.04% 7.38% 6.73% 7.71%

U-Net - MAG1C (tile-wise)

ID Recall Precision F1 F1 strong
A 0.643 0.218 0.325 0.599
B 0.732 0.288 0.413 0.692
C 0.613 0.362 0.455 0.659
D 0.669 0.242 0.355 0.633
E 0.640 0.366 0.466 0.684
AVG 65.94% 29.52% 40.28% 65.34%
STD 4.04% 6.05% 5.51% 3.42%

LinkNet - CEM

ID Recall Precision F1 F1 strong
A 0.597 0.319 0.416 0.633
B 0.539 0.274 0.363 0.603
C 0.452 0.233 0.308 0.527
D 0.606 0.165 0.260 0.561
E 0.442 0.144 0.217 0.455
AVG 52.72% 22.70% 31.27% 55.56%
STD 6.96% 6.54% 7.09% 6.20%

LinkNet - MAG1C-SAS

ID Recall Precision F1 F1 strong
A 0.566 0.324 0.412 0.612
B 0.505 0.515 0.510 0.613
C 0.381 0.422 0.400 0.507
D 0.590 0.383 0.464 0.660
E 0.513 0.378 0.435 0.627
AVG 51.10% 40.44% 44.42% 60.38%
STD 7.24% 6.35% 3.95% 5.14%

Model info

image-segmentation
onnx image-segmentation arxiv:2507.01472 license:cc-by-4.0 region:us
↓ 0 ♥ 1

Created: 2025-06-16

Updated: 2025-07-07

View on Hugging Face

Files (213)

.gitattributes
LINKNET/CEM/.DS_Store
LINKNET/CEM/LinkNet_RGB_CEM_A/.hydra/config.yaml
LINKNET/CEM/LinkNet_RGB_CEM_A/.hydra/hydra.yaml
LINKNET/CEM/LinkNet_RGB_CEM_A/.hydra/overrides.yaml
LINKNET/CEM/LinkNet_RGB_CEM_A/final_checkpoint_model_40ep.ckpt
LINKNET/CEM/LinkNet_RGB_CEM_A/final_checkpoint_model_40ep.onnx ONNX
LINKNET/CEM/LinkNet_RGB_CEM_A/results_test_40ep.json
LINKNET/CEM/LinkNet_RGB_CEM_B/.hydra/config.yaml
LINKNET/CEM/LinkNet_RGB_CEM_B/.hydra/hydra.yaml
LINKNET/CEM/LinkNet_RGB_CEM_B/.hydra/overrides.yaml
LINKNET/CEM/LinkNet_RGB_CEM_B/final_checkpoint_model_40ep.ckpt
LINKNET/CEM/LinkNet_RGB_CEM_B/final_checkpoint_model_40ep.onnx ONNX
LINKNET/CEM/LinkNet_RGB_CEM_B/results_test_40ep.json
LINKNET/CEM/LinkNet_RGB_CEM_C/.hydra/config.yaml
LINKNET/CEM/LinkNet_RGB_CEM_C/.hydra/hydra.yaml
LINKNET/CEM/LinkNet_RGB_CEM_C/.hydra/overrides.yaml
LINKNET/CEM/LinkNet_RGB_CEM_C/final_checkpoint_model_40ep.ckpt
LINKNET/CEM/LinkNet_RGB_CEM_C/final_checkpoint_model_40ep.onnx ONNX
LINKNET/CEM/LinkNet_RGB_CEM_C/results_test_40ep.json
LINKNET/CEM/LinkNet_RGB_CEM_D/.hydra/config.yaml
LINKNET/CEM/LinkNet_RGB_CEM_D/.hydra/hydra.yaml
LINKNET/CEM/LinkNet_RGB_CEM_D/.hydra/overrides.yaml
LINKNET/CEM/LinkNet_RGB_CEM_D/final_checkpoint_model_40ep.ckpt
LINKNET/CEM/LinkNet_RGB_CEM_D/final_checkpoint_model_40ep.onnx ONNX
LINKNET/CEM/LinkNet_RGB_CEM_D/results_test_40ep.json
LINKNET/CEM/LinkNet_RGB_CEM_E/.hydra/config.yaml
LINKNET/CEM/LinkNet_RGB_CEM_E/.hydra/hydra.yaml
LINKNET/CEM/LinkNet_RGB_CEM_E/.hydra/overrides.yaml
LINKNET/CEM/LinkNet_RGB_CEM_E/final_checkpoint_model_40ep.ckpt
LINKNET/CEM/LinkNet_RGB_CEM_E/final_checkpoint_model_40ep.onnx ONNX
LINKNET/CEM/LinkNet_RGB_CEM_E/results_test_40ep.json
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_A/.hydra/config.yaml
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_A/.hydra/hydra.yaml
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_A/.hydra/overrides.yaml
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_A/final_checkpoint_model_40ep.ckpt
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_A/final_checkpoint_model_40ep.onnx ONNX
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_A/results_test_40ep.json
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_B/.hydra/config.yaml
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_B/.hydra/hydra.yaml
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_B/.hydra/overrides.yaml
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_B/final_checkpoint_model_40ep.ckpt
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_B/final_checkpoint_model_40ep.onnx ONNX
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_B/results_test_40ep.json
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_C/.hydra/config.yaml
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_C/.hydra/hydra.yaml
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_C/.hydra/overrides.yaml
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_C/final_checkpoint_model_40ep.ckpt
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_C/final_checkpoint_model_40ep.onnx ONNX
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_C/results_test_40ep.json
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_D/.hydra/config.yaml
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_D/.hydra/hydra.yaml
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_D/.hydra/overrides.yaml
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_D/final_checkpoint_model_40ep.ckpt
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_D/final_checkpoint_model_40ep.onnx ONNX
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_D/results_test_40ep.json
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_E/.hydra/config.yaml
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_E/.hydra/hydra.yaml
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_E/.hydra/overrides.yaml
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_E/final_checkpoint_model_40ep.ckpt
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_E/final_checkpoint_model_40ep.onnx ONNX
LINKNET/Mag1c-SAS/LinkNet_RGB_Mag1cSAS_E/results_test_40ep.json
README.md
UNET/ACE/UNet_RGB_ACE_A/.hydra/config.yaml
UNET/ACE/UNet_RGB_ACE_A/.hydra/hydra.yaml
UNET/ACE/UNet_RGB_ACE_A/.hydra/overrides.yaml
UNET/ACE/UNet_RGB_ACE_A/final_checkpoint_model_40ep.ckpt
UNET/ACE/UNet_RGB_ACE_A/final_checkpoint_model_40ep.onnx ONNX
UNET/ACE/UNet_RGB_ACE_A/results_test_40ep.json
UNET/ACE/UNet_RGB_ACE_B/.hydra/config.yaml
UNET/ACE/UNet_RGB_ACE_B/.hydra/hydra.yaml
UNET/ACE/UNet_RGB_ACE_B/.hydra/overrides.yaml
UNET/ACE/UNet_RGB_ACE_B/final_checkpoint_model_40ep.ckpt
UNET/ACE/UNet_RGB_ACE_B/final_checkpoint_model_40ep.onnx ONNX
UNET/ACE/UNet_RGB_ACE_B/results_test_40ep.json
UNET/ACE/UNet_RGB_ACE_C/.hydra/config.yaml
UNET/ACE/UNet_RGB_ACE_C/.hydra/hydra.yaml
UNET/ACE/UNet_RGB_ACE_C/.hydra/overrides.yaml
UNET/ACE/UNet_RGB_ACE_C/final_checkpoint_model_40ep.ckpt
UNET/ACE/UNet_RGB_ACE_C/final_checkpoint_model_40ep.onnx ONNX
UNET/ACE/UNet_RGB_ACE_C/results_test_40ep.json
UNET/ACE/UNet_RGB_ACE_D/.hydra/config.yaml
UNET/ACE/UNet_RGB_ACE_D/.hydra/hydra.yaml
UNET/ACE/UNet_RGB_ACE_D/.hydra/overrides.yaml
UNET/ACE/UNet_RGB_ACE_D/final_checkpoint_model_40ep.ckpt
UNET/ACE/UNet_RGB_ACE_D/final_checkpoint_model_40ep.onnx ONNX
UNET/ACE/UNet_RGB_ACE_D/results_test_40ep.json
UNET/ACE/UNet_RGB_ACE_E/.hydra/config.yaml
UNET/ACE/UNet_RGB_ACE_E/.hydra/hydra.yaml
UNET/ACE/UNet_RGB_ACE_E/.hydra/overrides.yaml
UNET/ACE/UNet_RGB_ACE_E/final_checkpoint_model_40ep.ckpt
UNET/ACE/UNet_RGB_ACE_E/final_checkpoint_model_40ep.onnx ONNX
UNET/ACE/UNet_RGB_ACE_E/results_test_40ep.json
UNET/CEM/UNet_RGB_CEM_A/.hydra/config.yaml
UNET/CEM/UNet_RGB_CEM_A/.hydra/hydra.yaml
UNET/CEM/UNet_RGB_CEM_A/.hydra/overrides.yaml
UNET/CEM/UNet_RGB_CEM_A/final_checkpoint_model_40ep.ckpt
UNET/CEM/UNet_RGB_CEM_A/final_checkpoint_model_40ep.onnx ONNX
UNET/CEM/UNet_RGB_CEM_A/results_test_40ep.json
UNET/CEM/UNet_RGB_CEM_B/.hydra/config.yaml
UNET/CEM/UNet_RGB_CEM_B/.hydra/hydra.yaml
UNET/CEM/UNet_RGB_CEM_B/.hydra/overrides.yaml
UNET/CEM/UNet_RGB_CEM_B/final_checkpoint_model_40ep.ckpt
UNET/CEM/UNet_RGB_CEM_B/final_checkpoint_model_40ep.onnx ONNX
UNET/CEM/UNet_RGB_CEM_B/results_test_40ep.json
UNET/CEM/UNet_RGB_CEM_C/.hydra/config.yaml
UNET/CEM/UNet_RGB_CEM_C/.hydra/hydra.yaml
UNET/CEM/UNet_RGB_CEM_C/.hydra/overrides.yaml
UNET/CEM/UNet_RGB_CEM_C/final_checkpoint_model_40ep.ckpt
UNET/CEM/UNet_RGB_CEM_C/final_checkpoint_model_40ep.onnx ONNX
UNET/CEM/UNet_RGB_CEM_C/results_test_40ep.json
UNET/CEM/UNet_RGB_CEM_D/.hydra/config.yaml
UNET/CEM/UNet_RGB_CEM_D/.hydra/hydra.yaml
UNET/CEM/UNet_RGB_CEM_D/.hydra/overrides.yaml
UNET/CEM/UNet_RGB_CEM_D/final_checkpoint_model_40ep.ckpt
UNET/CEM/UNet_RGB_CEM_D/final_checkpoint_model_40ep.onnx ONNX
UNET/CEM/UNet_RGB_CEM_D/results_test_40ep.json
UNET/CEM/UNet_RGB_CEM_E/.hydra/config.yaml
UNET/CEM/UNet_RGB_CEM_E/.hydra/hydra.yaml
UNET/CEM/UNet_RGB_CEM_E/.hydra/overrides.yaml
UNET/CEM/UNet_RGB_CEM_E/final_checkpoint_model_40ep.ckpt
UNET/CEM/UNet_RGB_CEM_E/final_checkpoint_model_40ep.onnx ONNX
UNET/CEM/UNet_RGB_CEM_E/results_test_40ep.json
UNET/MF/UNet_RGB_tileMF_A/.hydra/config.yaml
UNET/MF/UNet_RGB_tileMF_A/.hydra/hydra.yaml
UNET/MF/UNet_RGB_tileMF_A/.hydra/overrides.yaml
UNET/MF/UNet_RGB_tileMF_A/final_checkpoint_model_40ep.ckpt
UNET/MF/UNet_RGB_tileMF_A/final_checkpoint_model_40ep.onnx ONNX
UNET/MF/UNet_RGB_tileMF_A/results_test_40ep.json
UNET/MF/UNet_RGB_tileMF_B/.hydra/config.yaml
UNET/MF/UNet_RGB_tileMF_B/.hydra/hydra.yaml
UNET/MF/UNet_RGB_tileMF_B/.hydra/overrides.yaml
UNET/MF/UNet_RGB_tileMF_B/final_checkpoint_model_40ep.ckpt
UNET/MF/UNet_RGB_tileMF_B/final_checkpoint_model_40ep.onnx ONNX
UNET/MF/UNet_RGB_tileMF_B/results_test_40ep.json
UNET/MF/UNet_RGB_tileMF_C/.hydra/config.yaml
UNET/MF/UNet_RGB_tileMF_C/.hydra/hydra.yaml
UNET/MF/UNet_RGB_tileMF_C/.hydra/overrides.yaml
UNET/MF/UNet_RGB_tileMF_C/final_checkpoint_model_40ep.ckpt
UNET/MF/UNet_RGB_tileMF_C/final_checkpoint_model_40ep.onnx ONNX
UNET/MF/UNet_RGB_tileMF_C/results_test_40ep.json
UNET/MF/UNet_RGB_tileMF_D/.hydra/config.yaml
UNET/MF/UNet_RGB_tileMF_D/.hydra/hydra.yaml
UNET/MF/UNet_RGB_tileMF_D/.hydra/overrides.yaml
UNET/MF/UNet_RGB_tileMF_D/final_checkpoint_model_40ep.ckpt
UNET/MF/UNet_RGB_tileMF_D/final_checkpoint_model_40ep.onnx ONNX
UNET/MF/UNet_RGB_tileMF_D/results_test_40ep.json
UNET/MF/UNet_RGB_tileMF_E/.hydra/config.yaml
UNET/MF/UNet_RGB_tileMF_E/.hydra/hydra.yaml
UNET/MF/UNet_RGB_tileMF_E/.hydra/overrides.yaml
UNET/MF/UNet_RGB_tileMF_E/final_checkpoint_model_40ep.ckpt
UNET/MF/UNet_RGB_tileMF_E/final_checkpoint_model_40ep.onnx ONNX
UNET/MF/UNet_RGB_tileMF_E/results_test_40ep.json
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_A/.hydra/config.yaml
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_A/.hydra/hydra.yaml
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_A/.hydra/overrides.yaml
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_A/final_checkpoint_model_40ep.ckpt
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_A/final_checkpoint_model_40ep.onnx ONNX
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_A/results_test_40ep.json
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_B/.hydra/config.yaml
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_B/.hydra/hydra.yaml
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_B/.hydra/overrides.yaml
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_B/final_checkpoint_model_40ep.ckpt
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_B/final_checkpoint_model_40ep.onnx ONNX
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_B/results_test_40ep.json
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_C/.hydra/config.yaml
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_C/.hydra/hydra.yaml
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_C/.hydra/overrides.yaml
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_C/final_checkpoint_model_40ep.ckpt
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_C/final_checkpoint_model_40ep.onnx ONNX
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_C/results_test_40ep.json
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_D/.hydra/config.yaml
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_D/.hydra/hydra.yaml
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_D/.hydra/overrides.yaml
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_D/final_checkpoint_model_40ep.ckpt
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_D/final_checkpoint_model_40ep.onnx ONNX
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_D/results_test_40ep.json
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_E/.hydra/config.yaml
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_E/.hydra/hydra.yaml
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_E/.hydra/overrides.yaml
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_E/final_checkpoint_model_40ep.ckpt
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_E/final_checkpoint_model_40ep.onnx ONNX
UNET/Mag1c-SAS/UNet_RGB_Mag1cSAS_E/results_test_40ep.json
UNET/Mag1c-tile/UNet_RGB_tileMag1c_A/.hydra/config.yaml
UNET/Mag1c-tile/UNet_RGB_tileMag1c_A/.hydra/hydra.yaml
UNET/Mag1c-tile/UNet_RGB_tileMag1c_A/.hydra/overrides.yaml
UNET/Mag1c-tile/UNet_RGB_tileMag1c_A/final_checkpoint_model_40ep.ckpt
UNET/Mag1c-tile/UNet_RGB_tileMag1c_A/final_checkpoint_model_40ep.onnx ONNX
UNET/Mag1c-tile/UNet_RGB_tileMag1c_A/results_test_40ep.json
UNET/Mag1c-tile/UNet_RGB_tileMag1c_B/.hydra/config.yaml
UNET/Mag1c-tile/UNet_RGB_tileMag1c_B/.hydra/hydra.yaml
UNET/Mag1c-tile/UNet_RGB_tileMag1c_B/.hydra/overrides.yaml
UNET/Mag1c-tile/UNet_RGB_tileMag1c_B/final_checkpoint_model_40ep.ckpt
UNET/Mag1c-tile/UNet_RGB_tileMag1c_B/final_checkpoint_model_40ep.onnx ONNX
UNET/Mag1c-tile/UNet_RGB_tileMag1c_B/results_test_40ep.json
UNET/Mag1c-tile/UNet_RGB_tileMag1c_C/.hydra/config.yaml
UNET/Mag1c-tile/UNet_RGB_tileMag1c_C/.hydra/hydra.yaml
UNET/Mag1c-tile/UNet_RGB_tileMag1c_C/.hydra/overrides.yaml
UNET/Mag1c-tile/UNet_RGB_tileMag1c_C/final_checkpoint_model_40ep.ckpt
UNET/Mag1c-tile/UNet_RGB_tileMag1c_C/final_checkpoint_model_40ep.onnx ONNX
UNET/Mag1c-tile/UNet_RGB_tileMag1c_C/results_test_40ep.json
UNET/Mag1c-tile/UNet_RGB_tileMag1c_D/.hydra/config.yaml
UNET/Mag1c-tile/UNet_RGB_tileMag1c_D/.hydra/hydra.yaml
UNET/Mag1c-tile/UNet_RGB_tileMag1c_D/.hydra/overrides.yaml
UNET/Mag1c-tile/UNet_RGB_tileMag1c_D/final_checkpoint_model_40ep.ckpt
UNET/Mag1c-tile/UNet_RGB_tileMag1c_D/final_checkpoint_model_40ep.onnx ONNX
UNET/Mag1c-tile/UNet_RGB_tileMag1c_D/results_test_40ep.json
UNET/Mag1c-tile/UNet_RGB_tileMag1c_E/.hydra/config.yaml
UNET/Mag1c-tile/UNet_RGB_tileMag1c_E/.hydra/hydra.yaml
UNET/Mag1c-tile/UNet_RGB_tileMag1c_E/.hydra/overrides.yaml
UNET/Mag1c-tile/UNet_RGB_tileMag1c_E/final_checkpoint_model_40ep.ckpt
UNET/Mag1c-tile/UNet_RGB_tileMag1c_E/final_checkpoint_model_40ep.onnx ONNX
UNET/Mag1c-tile/UNet_RGB_tileMag1c_E/results_test_40ep.json

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