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/
PixelsPointsPolygons

Object Detection
English
building
vectorization
polygon
aerial
image
pointcloud
multimodal
Model card Files Community
rsi commited on
Commit
20320e9
·
1 Parent(s): 0bcda7e

add some validation predictions

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Files changed (21) hide show
  1. ffl/224/v4_image_bs4x16/.hydra/config.yaml +1 -1
  2. ffl/224/v4_image_bs4x16/.hydra/hydra.yaml +2 -2
  3. ffl/224/v4_image_bs4x16/.hydra/overrides.yaml +1 -1
  4. ffl/224/v4_image_bs4x16/predictions_NY_test/acm.tol_1/best_val_iou.json +3 -0
  5. ffl/224/v4_image_bs4x16/predictions_NY_test/best_val_iou.json +3 -0
  6. ffl/224/v4_image_bs4x16/predictions_NZ_test/acm.tol_1/best_val_iou.json +3 -0
  7. ffl/224/v4_image_bs4x16/predictions_NZ_test/best_val_iou.json +3 -0
  8. hisup/224/lidar_pp_vit_cnn_bs2x16_mnv64/.hydra/config.yaml +14 -11
  9. hisup/224/lidar_pp_vit_cnn_bs2x16_mnv64/.hydra/hydra.yaml +10 -8
  10. hisup/224/lidar_pp_vit_cnn_bs2x16_mnv64/.hydra/overrides.yaml +6 -4
  11. hisup/224/lidar_pp_vit_cnn_bs2x16_mnv64/predict.log +0 -0
  12. hisup/224/lidar_pp_vit_cnn_bs2x16_mnv64/predictions_CH_val/best_val_iou.json +3 -0
  13. hisup/224/lidar_pp_vit_cnn_bs2x16_mnv64/predictions_NZ_val/best_val_iou.json +2 -2
  14. hisup/224/v3_image_vit_cnn_bs4x12/.hydra/config.yaml +6 -2
  15. hisup/224/v3_image_vit_cnn_bs4x12/.hydra/hydra.yaml +8 -5
  16. hisup/224/v3_image_vit_cnn_bs4x12/.hydra/overrides.yaml +5 -2
  17. hisup/224/v3_image_vit_cnn_bs4x12/predict.log +0 -0
  18. hisup/224/v3_image_vit_cnn_bs4x12/predictions_CH_test/best_val_iou.json +3 -0
  19. hisup/224/v3_image_vit_cnn_bs4x12/predictions_CH_val/best_val_iou.json +3 -0
  20. hisup/224/v3_image_vit_cnn_bs4x12/predictions_NY_test/best_val_iou.json +3 -0
  21. hisup/224/v3_image_vit_cnn_bs4x12/predictions_NZ_test/best_val_iou.json +3 -0
ffl/224/v4_image_bs4x16/.hydra/config.yaml CHANGED
@@ -220,7 +220,7 @@ experiment:
220
  min_area: 10
221
  name: v4_image_bs4x16
222
  group_name: v2_${.model.name}
223
- country: CH
224
  training:
225
  save_best: true
226
  save_latest: true
 
220
  min_area: 10
221
  name: v4_image_bs4x16
222
  group_name: v2_${.model.name}
223
+ country: NZ
224
  training:
225
  save_best: true
226
  save_latest: true
ffl/224/v4_image_bs4x16/.hydra/hydra.yaml CHANGED
@@ -115,7 +115,7 @@ hydra:
115
  - experiment=ffl_image
116
  - run_type=debug
117
  - evaluation=test
118
- - experiment.country=CH
119
  - checkpoint=best_val_iou
120
  - host=gin
121
  - evaluation.modes=subset_iou
@@ -123,7 +123,7 @@ hydra:
123
  job:
124
  name: predict
125
  chdir: null
126
- override_dirname: checkpoint=best_val_iou,evaluation.modes=subset_iou,evaluation=test,experiment.country=CH,experiment=ffl_image,host=gin,run_type.test_subset=1024,run_type=debug
127
  id: ???
128
  num: ???
129
  config_name: config
 
115
  - experiment=ffl_image
116
  - run_type=debug
117
  - evaluation=test
118
+ - experiment.country=NZ
119
  - checkpoint=best_val_iou
120
  - host=gin
121
  - evaluation.modes=subset_iou
 
123
  job:
124
  name: predict
125
  chdir: null
126
+ override_dirname: checkpoint=best_val_iou,evaluation.modes=subset_iou,evaluation=test,experiment.country=NZ,experiment=ffl_image,host=gin,run_type.test_subset=1024,run_type=debug
127
  id: ???
128
  num: ???
129
  config_name: config
ffl/224/v4_image_bs4x16/.hydra/overrides.yaml CHANGED
@@ -1,7 +1,7 @@
1
  - experiment=ffl_image
2
  - run_type=debug
3
  - evaluation=test
4
- - experiment.country=CH
5
  - checkpoint=best_val_iou
6
  - host=gin
7
  - evaluation.modes=subset_iou
 
1
  - experiment=ffl_image
2
  - run_type=debug
3
  - evaluation=test
4
+ - experiment.country=NZ
5
  - checkpoint=best_val_iou
6
  - host=gin
7
  - evaluation.modes=subset_iou
ffl/224/v4_image_bs4x16/predictions_NY_test/acm.tol_1/best_val_iou.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ size 539604
ffl/224/v4_image_bs4x16/predictions_NY_test/best_val_iou.json ADDED
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ffl/224/v4_image_bs4x16/predictions_NZ_test/acm.tol_1/best_val_iou.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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ffl/224/v4_image_bs4x16/predictions_NZ_test/best_val_iou.json ADDED
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+ size 20234
hisup/224/lidar_pp_vit_cnn_bs2x16_mnv64/.hydra/config.yaml CHANGED
@@ -1,20 +1,20 @@
1
  host:
2
  name: gin
3
- data_root: /data/rsulzer/${..dataset.name}
4
  model_root: /data/rsulzer/${..dataset.name}_output
5
  multi_gpu: false
6
  device: cuda
7
  update_pbar_every: 1
8
  ldof_exe: /user/rsulzer/home/cpp/line-DOF-metric/build/calculate_DoF
9
  run_type:
10
- name: debug
11
  batch_size: 16
12
- train_subset: 256
13
- val_subset: 32
14
- test_subset: 32
15
- logging: DEBUG
16
- num_workers: 0
17
- log_to_wandb: false
18
  dataset:
19
  name: PixelsPointsPolygons
20
  size: ${..experiment.encoder.in_size}
@@ -91,7 +91,7 @@ experiment:
91
  loss_remask: 1.0
92
  name: lidar_pp_vit_cnn_bs2x16_mnv64
93
  group_name: v2_${.model.name}
94
- country: CH
95
  training:
96
  save_best: true
97
  save_latest: true
@@ -103,10 +103,13 @@ evaluation:
103
  split: val
104
  pred_file: ${..output_dir}/predictions_${..experiment.country}_${.split}/${..checkpoint}.json
105
  modes:
 
 
 
106
  - iou
 
 
107
  eval_file: results/metrics
108
- experiment.name: debug
109
  output_dir: ${.host.model_root}/${.experiment.model.name}/${.experiment.encoder.in_size}/${.experiment.name}
110
  checkpoint: best_val_iou
111
  num_workers: ${.run_type.num_workers}
112
- lidar_file: demo_data/lidar0_CH_val.copc.laz
 
1
  host:
2
  name: gin
3
+ data_root: /data/rsulzer/${..dataset.name}_dataset
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  model_root: /data/rsulzer/${..dataset.name}_output
5
  multi_gpu: false
6
  device: cuda
7
  update_pbar_every: 1
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  ldof_exe: /user/rsulzer/home/cpp/line-DOF-metric/build/calculate_DoF
9
  run_type:
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+ name: release
11
  batch_size: 16
12
+ train_subset: null
13
+ val_subset: null
14
+ test_subset: null
15
+ logging: INFO
16
+ num_workers: 16
17
+ log_to_wandb: true
18
  dataset:
19
  name: PixelsPointsPolygons
20
  size: ${..experiment.encoder.in_size}
 
91
  loss_remask: 1.0
92
  name: lidar_pp_vit_cnn_bs2x16_mnv64
93
  group_name: v2_${.model.name}
94
+ country: NZ
95
  training:
96
  save_best: true
97
  save_latest: true
 
103
  split: val
104
  pred_file: ${..output_dir}/predictions_${..experiment.country}_${.split}/${..checkpoint}.json
105
  modes:
106
+ - ldof
107
+ - hausdorff
108
+ - coco
109
  - iou
110
+ - polis
111
+ - mta
112
  eval_file: results/metrics
 
113
  output_dir: ${.host.model_root}/${.experiment.model.name}/${.experiment.encoder.in_size}/${.experiment.name}
114
  checkpoint: best_val_iou
115
  num_workers: ${.run_type.num_workers}
 
hisup/224/lidar_pp_vit_cnn_bs2x16_mnv64/.hydra/hydra.yaml CHANGED
@@ -112,15 +112,17 @@ hydra:
112
  hydra:
113
  - hydra.mode=RUN
114
  task:
115
- - run_type=debug
116
- - host=gin
117
- - checkpoint=best_val_iou
118
  - experiment=hisup_lidar
119
- - +lidar_file=demo_data/lidar0_CH_val.copc.laz
 
 
 
 
 
120
  job:
121
- name: predict_demo
122
  chdir: null
123
- override_dirname: +lidar_file=demo_data/lidar0_CH_val.copc.laz,checkpoint=best_val_iou,experiment=hisup_lidar,host=gin,run_type=debug
124
  id: ???
125
  num: ???
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  config_name: config
@@ -147,13 +149,13 @@ hydra:
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  provider: schema
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  output_dir: /data/rsulzer/PixelsPointsPolygons_output/hisup/224/lidar_pp_vit_cnn_bs2x16_mnv64
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  choices:
150
- evaluation: val
151
  training: default
152
  experiment: hisup_lidar
153
  model@experiment.model: hisup
154
  encoder@experiment.encoder: pointpillars_vit_cnn
155
  dataset: p3
156
- run_type: debug
157
  host: gin
158
  hydra/env: default
159
  hydra/callbacks: null
 
112
  hydra:
113
  - hydra.mode=RUN
114
  task:
 
 
 
115
  - experiment=hisup_lidar
116
+ - run_type=release
117
+ - evaluation=test
118
+ - experiment.country=NZ
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+ - checkpoint=best_val_iou
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+ - host=gin
121
+ - evaluation.split=val
122
  job:
123
+ name: predict
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  chdir: null
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+ override_dirname: checkpoint=best_val_iou,evaluation.split=val,evaluation=test,experiment.country=NZ,experiment=hisup_lidar,host=gin,run_type=release
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  id: ???
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  num: ???
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  config_name: config
 
149
  provider: schema
150
  output_dir: /data/rsulzer/PixelsPointsPolygons_output/hisup/224/lidar_pp_vit_cnn_bs2x16_mnv64
151
  choices:
152
+ evaluation: test
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  training: default
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  experiment: hisup_lidar
155
  model@experiment.model: hisup
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  encoder@experiment.encoder: pointpillars_vit_cnn
157
  dataset: p3
158
+ run_type: release
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  host: gin
160
  hydra/env: default
161
  hydra/callbacks: null
hisup/224/lidar_pp_vit_cnn_bs2x16_mnv64/.hydra/overrides.yaml CHANGED
@@ -1,5 +1,7 @@
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- - run_type=debug
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- - host=gin
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- - checkpoint=best_val_iou
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  - experiment=hisup_lidar
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- - +lidar_file=demo_data/lidar0_CH_val.copc.laz
 
 
 
 
 
 
 
 
 
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  - experiment=hisup_lidar
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+ - run_type=release
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+ - evaluation=test
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+ - experiment.country=NZ
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+ - checkpoint=best_val_iou
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+ - host=gin
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+ - evaluation.split=val
hisup/224/lidar_pp_vit_cnn_bs2x16_mnv64/predict.log ADDED
File without changes
hisup/224/lidar_pp_vit_cnn_bs2x16_mnv64/predictions_CH_val/best_val_iou.json ADDED
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hisup/224/lidar_pp_vit_cnn_bs2x16_mnv64/predictions_NZ_val/best_val_iou.json CHANGED
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hisup/224/v3_image_vit_cnn_bs4x12/.hydra/config.yaml CHANGED
@@ -1,6 +1,6 @@
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  host:
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  name: gin
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- data_root: /data/rsulzer/${..dataset.name}
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  model_root: /data/rsulzer/${..dataset.name}_output
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  multi_gpu: false
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  device: cuda
@@ -106,9 +106,13 @@ evaluation:
106
  split: val
107
  pred_file: ${..output_dir}/predictions_${..experiment.country}_${.split}/${..checkpoint}.json
108
  modes:
 
 
 
109
  - iou
 
 
110
  eval_file: results/metrics
111
  output_dir: ${.host.model_root}/${.experiment.model.name}/${.experiment.encoder.in_size}/${.experiment.name}
112
  checkpoint: best_val_iou
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  num_workers: ${.run_type.num_workers}
114
- image_file: /user/rsulzer/home/inria4.tiff
 
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  host:
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  name: gin
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+ data_root: /data/rsulzer/${..dataset.name}_dataset
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  model_root: /data/rsulzer/${..dataset.name}_output
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  multi_gpu: false
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  device: cuda
 
106
  split: val
107
  pred_file: ${..output_dir}/predictions_${..experiment.country}_${.split}/${..checkpoint}.json
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  modes:
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+ - ldof
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+ - hausdorff
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+ - coco
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  - iou
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+ - polis
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+ - mta
115
  eval_file: results/metrics
116
  output_dir: ${.host.model_root}/${.experiment.model.name}/${.experiment.encoder.in_size}/${.experiment.name}
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  checkpoint: best_val_iou
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  num_workers: ${.run_type.num_workers}
 
hisup/224/v3_image_vit_cnn_bs4x12/.hydra/hydra.yaml CHANGED
@@ -112,14 +112,17 @@ hydra:
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  hydra:
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  - hydra.mode=RUN
114
  task:
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- - checkpoint=best_val_iou
116
  - experiment=hisup_image
117
- - +image_file=/user/rsulzer/home/inria4.tiff
 
 
 
118
  - host=gin
 
119
  job:
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- name: predict_demo
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  chdir: null
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- override_dirname: +image_file=/user/rsulzer/home/inria4.tiff,checkpoint=best_val_iou,experiment=hisup_image,host=gin
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  id: ???
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  num: ???
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  config_name: config
@@ -146,7 +149,7 @@ hydra:
146
  provider: schema
147
  output_dir: /data/rsulzer/PixelsPointsPolygons_output/hisup/224/v3_image_vit_cnn_bs4x12
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  choices:
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- evaluation: val
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  training: default
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  experiment: hisup_image
152
  model@experiment.model: hisup
 
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  hydra:
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  - hydra.mode=RUN
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  task:
 
115
  - experiment=hisup_image
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+ - run_type=release
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+ - evaluation=test
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+ - experiment.country=CH
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+ - checkpoint=best_val_iou
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  - host=gin
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+ - evaluation.split=val
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  job:
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+ name: predict
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  chdir: null
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+ override_dirname: checkpoint=best_val_iou,evaluation.split=val,evaluation=test,experiment.country=CH,experiment=hisup_image,host=gin,run_type=release
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  id: ???
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  num: ???
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  config_name: config
 
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  provider: schema
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  output_dir: /data/rsulzer/PixelsPointsPolygons_output/hisup/224/v3_image_vit_cnn_bs4x12
151
  choices:
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+ evaluation: test
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  training: default
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  experiment: hisup_image
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  model@experiment.model: hisup
hisup/224/v3_image_vit_cnn_bs4x12/.hydra/overrides.yaml CHANGED
@@ -1,4 +1,7 @@
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hisup/224/v3_image_vit_cnn_bs4x12/predict.log ADDED
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hisup/224/v3_image_vit_cnn_bs4x12/predictions_CH_test/best_val_iou.json ADDED
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