Hugging Face's logo

sayakpaul
/
mit-b0-finetuned-sidewalks

Transformers
TensorFlow
TensorBoard
segformer
generated_from_keras_callback
Inference Endpoints
Model card Files Metrics Community
sayakpaul HF staff commited on
Commit
9204b21
·
1 Parent(s): 525d6a0

Training in progress epoch 24

Browse files
Files changed (2) hide show
  1. README.md +29 -18
  2. tf_model.h5 +1 -1
README.md CHANGED
@@ -14,24 +14,24 @@ probably proofread and complete it, then remove this comment. -->
14
 
15
  This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on an unknown dataset.
16
  It achieves the following results on the evaluation set:
17
- - Train Loss: 0.2324
18
- - Validation Loss: 0.6074
19
- - Validation Mean Iou: 0.3379
20
- - Validation Mean Accuracy: 0.4106
21
- - Validation Overall Accuracy: 0.8528
22
- - Validation Per Category Iou: [0. 0.72434007 0.87301941 0.51447452 0.65357748 0.31026479
23
- nan 0.44044211 0.50481839 0.03262782 0.81648207 0.
24
- 0. nan 0. 0.57028611 0. 0.
25
- 0.71488251 0.14924904 0.45551669 0.37382533 0. nan
26
- 0. 0.39635836 0.179016 0. 0.85971264 0.81216021
27
- 0.92138172 0.01167807 0.1977878 0.29963924 0. ]
28
- - Validation Per Category Accuracy: [0. 0.78602724 0.94880444 0.62217131 0.89442006 0.42531888
29
- nan 0.59441554 0.64546467 0.03471356 0.9292238 0.
30
- 0. nan 0. 0.74615423 0. 0.
31
- 0.88791835 0.16198532 0.66445513 0.45227575 0. nan
32
- 0. 0.4809923 0.21058637 0. 0.93914912 0.91867471
33
- 0.96219496 0.02304832 0.45697186 0.35359374 0. ]
34
- - Epoch: 23
35
 
36
  ## Model description
37
 
@@ -351,6 +351,17 @@ The following hyperparameters were used during training:
351
  0.88791835 0.16198532 0.66445513 0.45227575 0. nan
352
  0. 0.4809923 0.21058637 0. 0.93914912 0.91867471
353
  0.96219496 0.02304832 0.45697186 0.35359374 0. ] | 23 |
 
 
 
 
 
 
 
 
 
 
 
354
 
355
 
356
  ### Framework versions
 
14
 
15
  This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on an unknown dataset.
16
  It achieves the following results on the evaluation set:
17
+ - Train Loss: 0.2424
18
+ - Validation Loss: 0.6093
19
+ - Validation Mean Iou: 0.3307
20
+ - Validation Mean Accuracy: 0.4014
21
+ - Validation Overall Accuracy: 0.8467
22
+ - Validation Per Category Iou: [0. 0.73958869 0.86025659 0.4755376 0.53185114 0.36403392
23
+ nan 0.431977 0.51665889 0.05667583 0.82699054 0.
24
+ 0. nan 0. 0.59522006 0. 0.
25
+ 0.70336309 0.14633348 0.35893874 0.36236139 0. nan
26
+ 0. 0.38549316 0.20212979 0. 0.85264169 0.81347649
27
+ 0.91720649 0.00336927 0.18366165 0.25489549 0. ]
28
+ - Validation Per Category Accuracy: [0. 0.83988126 0.94645528 0.56990742 0.68333357 0.47459971
29
+ nan 0.56392528 0.71480722 0.06313103 0.921812 0.
30
+ 0. nan 0. 0.79483818 0. 0.
31
+ 0.87930289 0.15972854 0.44215142 0.48526807 0. nan
32
+ 0. 0.49199521 0.2562916 0. 0.94459632 0.92598071
33
+ 0.96917316 0.00629628 0.40341886 0.30884273 0. ]
34
+ - Epoch: 24
35
 
36
  ## Model description
37
 
 
351
  0.88791835 0.16198532 0.66445513 0.45227575 0. nan
352
  0. 0.4809923 0.21058637 0. 0.93914912 0.91867471
353
  0.96219496 0.02304832 0.45697186 0.35359374 0. ] | 23 |
354
+ | 0.2424 | 0.6093 | 0.3307 | 0.4014 | 0.8467 | [0. 0.73958869 0.86025659 0.4755376 0.53185114 0.36403392
355
+ nan 0.431977 0.51665889 0.05667583 0.82699054 0.
356
+ 0. nan 0. 0.59522006 0. 0.
357
+ 0.70336309 0.14633348 0.35893874 0.36236139 0. nan
358
+ 0. 0.38549316 0.20212979 0. 0.85264169 0.81347649
359
+ 0.91720649 0.00336927 0.18366165 0.25489549 0. ] | [0. 0.83988126 0.94645528 0.56990742 0.68333357 0.47459971
360
+ nan 0.56392528 0.71480722 0.06313103 0.921812 0.
361
+ 0. nan 0. 0.79483818 0. 0.
362
+ 0.87930289 0.15972854 0.44215142 0.48526807 0. nan
363
+ 0. 0.49199521 0.2562916 0. 0.94459632 0.92598071
364
+ 0.96917316 0.00629628 0.40341886 0.30884273 0. ] | 24 |
365
 
366
 
367
  ### Framework versions
tf_model.h5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7dc13569d93cc9a0ad1ac81b3cddf08b59d47fa3316a9d459517803be12f3d96
3
  size 15167588
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:875f0d515c6cd6e7ead5bdcddd00cdba1c4e2c0224a2e4ffd0e9c65424532741
3
  size 15167588