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# Razi78/mit-b0-finetuned-sidewalks

This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 0.3834
- Validation Loss: 0.5143
- Validation Mean Iou: 0.3111
- Validation Mean Accuracy: 0.3771
- Validation Overall Accuracy: 0.8584
- Validation Accuracy Unlabeled: 0.0
- Validation Accuracy Flat-road: 0.9192
- Validation Accuracy Flat-sidewalk: 0.9577
- Validation Accuracy Flat-crosswalk: 0.7640
- Validation Accuracy Flat-cyclinglane: 0.7293
- Validation Accuracy Flat-parkingdriveway: 0.5706
- Validation Accuracy Flat-railtrack: nan
- Validation Accuracy Flat-curb: 0.5961
- Validation Accuracy Human-person: 0.4335
- Validation Accuracy Human-rider: 0.0004
- Validation Accuracy Vehicle-car: 0.9314
- Validation Accuracy Vehicle-truck: 0.0
- Validation Accuracy Vehicle-bus: 0.0
- Validation Accuracy Vehicle-tramtrain: nan
- Validation Accuracy Vehicle-motorcycle: 0.0
- Validation Accuracy Vehicle-bicycle: 0.7297
- Validation Accuracy Vehicle-caravan: 0.0
- Validation Accuracy Vehicle-cartrailer: 0.0
- Validation Accuracy Construction-building: 0.8770
- Validation Accuracy Construction-door: 0.1184
- Validation Accuracy Construction-wall: 0.6003
- Validation Accuracy Construction-fenceguardrail: 0.2523
- Validation Accuracy Construction-bridge: 0.0
- Validation Accuracy Construction-tunnel: nan
- Validation Accuracy Construction-stairs: 0.0002
- Validation Accuracy Object-pole: 0.4300
- Validation Accuracy Object-trafficsign: 0.0086
- Validation Accuracy Object-trafficlight: 0.0
- Validation Accuracy Nature-vegetation: 0.9272
- Validation Accuracy Nature-terrain: 0.9108
- Validation Accuracy Sky: 0.9451
- Validation Accuracy Void-ground: 0.0191
- Validation Accuracy Void-dynamic: 0.1244
- Validation Accuracy Void-static: 0.2207
- Validation Accuracy Void-unclear: 0.0
- Validation Iou Unlabeled: 0.0
- Validation Iou Flat-road: 0.8166
- Validation Iou Flat-sidewalk: 0.8868
- Validation Iou Flat-crosswalk: 0.6819
- Validation Iou Flat-cyclinglane: 0.6879
- Validation Iou Flat-parkingdriveway: 0.4524
- Validation Iou Flat-railtrack: nan
- Validation Iou Flat-curb: 0.4954
- Validation Iou Human-person: 0.2162
- Validation Iou Human-rider: 0.0004
- Validation Iou Vehicle-car: 0.7937
- Validation Iou Vehicle-truck: 0.0
- Validation Iou Vehicle-bus: 0.0
- Validation Iou Vehicle-tramtrain: nan
- Validation Iou Vehicle-motorcycle: 0.0
- Validation Iou Vehicle-bicycle: 0.3137
- Validation Iou Vehicle-caravan: 0.0
- Validation Iou Vehicle-cartrailer: 0.0
- Validation Iou Construction-building: 0.6885
- Validation Iou Construction-door: 0.1172
- Validation Iou Construction-wall: 0.3928
- Validation Iou Construction-fenceguardrail: 0.2309
- Validation Iou Construction-bridge: 0.0
- Validation Iou Construction-tunnel: nan
- Validation Iou Construction-stairs: 0.0002
- Validation Iou Object-pole: 0.3417
- Validation Iou Object-trafficsign: 0.0086
- Validation Iou Object-trafficlight: 0.0
- Validation Iou Nature-vegetation: 0.8341
- Validation Iou Nature-terrain: 0.7970
- Validation Iou Sky: 0.9032
- Validation Iou Void-ground: 0.0129
- Validation Iou Void-dynamic: 0.1139
- Validation Iou Void-static: 0.1678
- Validation Iou Void-unclear: 0.0
- Epoch: 9

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- optimizer: {'name': 'Adam', 'learning_rate': 6e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
- training_precision: float32

### Training results

| Train Loss | Validation Loss | Validation Mean Iou | Validation Mean Accuracy | Validation Overall Accuracy | Validation Accuracy Unlabeled | Validation Accuracy Flat-road | Validation Accuracy Flat-sidewalk | Validation Accuracy Flat-crosswalk | Validation Accuracy Flat-cyclinglane | Validation Accuracy Flat-parkingdriveway | Validation Accuracy Flat-railtrack | Validation Accuracy Flat-curb | Validation Accuracy Human-person | Validation Accuracy Human-rider | Validation Accuracy Vehicle-car | Validation Accuracy Vehicle-truck | Validation Accuracy Vehicle-bus | Validation Accuracy Vehicle-tramtrain | Validation Accuracy Vehicle-motorcycle | Validation Accuracy Vehicle-bicycle | Validation Accuracy Vehicle-caravan | Validation Accuracy Vehicle-cartrailer | Validation Accuracy Construction-building | Validation Accuracy Construction-door | Validation Accuracy Construction-wall | Validation Accuracy Construction-fenceguardrail | Validation Accuracy Construction-bridge | Validation Accuracy Construction-tunnel | Validation Accuracy Construction-stairs | Validation Accuracy Object-pole | Validation Accuracy Object-trafficsign | Validation Accuracy Object-trafficlight | Validation Accuracy Nature-vegetation | Validation Accuracy Nature-terrain | Validation Accuracy Sky | Validation Accuracy Void-ground | Validation Accuracy Void-dynamic | Validation Accuracy Void-static | Validation Accuracy Void-unclear | Validation Iou Unlabeled | Validation Iou Flat-road | Validation Iou Flat-sidewalk | Validation Iou Flat-crosswalk | Validation Iou Flat-cyclinglane | Validation Iou Flat-parkingdriveway | Validation Iou Flat-railtrack | Validation Iou Flat-curb | Validation Iou Human-person | Validation Iou Human-rider | Validation Iou Vehicle-car | Validation Iou Vehicle-truck | Validation Iou Vehicle-bus | Validation Iou Vehicle-tramtrain | Validation Iou Vehicle-motorcycle | Validation Iou Vehicle-bicycle | Validation Iou Vehicle-caravan | Validation Iou Vehicle-cartrailer | Validation Iou Construction-building | Validation Iou Construction-door | Validation Iou Construction-wall | Validation Iou Construction-fenceguardrail | Validation Iou Construction-bridge | Validation Iou Construction-tunnel | Validation Iou Construction-stairs | Validation Iou Object-pole | Validation Iou Object-trafficsign | Validation Iou Object-trafficlight | Validation Iou Nature-vegetation | Validation Iou Nature-terrain | Validation Iou Sky | Validation Iou Void-ground | Validation Iou Void-dynamic | Validation Iou Void-static | Validation Iou Void-unclear | Epoch |
|:----------:|:---------------:|:-------------------:|:------------------------:|:---------------------------:|:-----------------------------:|:-----------------------------:|:---------------------------------:|:----------------------------------:|:------------------------------------:|:----------------------------------------:|:----------------------------------:|:-----------------------------:|:--------------------------------:|:-------------------------------:|:-------------------------------:|:---------------------------------:|:-------------------------------:|:-------------------------------------:|:--------------------------------------:|:-----------------------------------:|:-----------------------------------:|:--------------------------------------:|:-----------------------------------------:|:-------------------------------------:|:-------------------------------------:|:-----------------------------------------------:|:---------------------------------------:|:---------------------------------------:|:---------------------------------------:|:-------------------------------:|:--------------------------------------:|:---------------------------------------:|:-------------------------------------:|:----------------------------------:|:-----------------------:|:-------------------------------:|:--------------------------------:|:-------------------------------:|:--------------------------------:|:------------------------:|:------------------------:|:----------------------------:|:-----------------------------:|:-------------------------------:|:-----------------------------------:|:-----------------------------:|:------------------------:|:---------------------------:|:--------------------------:|:--------------------------:|:----------------------------:|:--------------------------:|:--------------------------------:|:---------------------------------:|:------------------------------:|:------------------------------:|:---------------------------------:|:------------------------------------:|:--------------------------------:|:--------------------------------:|:------------------------------------------:|:----------------------------------:|:----------------------------------:|:----------------------------------:|:--------------------------:|:---------------------------------:|:----------------------------------:|:--------------------------------:|:-----------------------------:|:------------------:|:--------------------------:|:---------------------------:|:--------------------------:|:---------------------------:|:-----:|
| 0.9317     | 0.8154          | 0.2102              | 0.2560                   | 0.7682                      | 0.0                           | 0.6893                        | 0.9604                            | 0.0692                             | 0.5295                               | 0.2461                                   | nan                                | 0.1561                        | 0.3200                           | 0.0                             | 0.8354                          | 0.0                               | 0.0                             | nan                                   | 0.0                                    | 0.2425                              | 0.0                                 | 0.0                                    | 0.9131                                    | 0.0                                   | 0.4341                                | 0.0393                                          | 0.0                                     | nan                                     | 0.0                                     | 0.1490                          | 0.0                                    | 0.0                                     | 0.8925                                | 0.7949                             | 0.8907                  | 0.0                             | 0.0                              | 0.0312                          | 0.0                              | 0.0                      | 0.6025                   | 0.7613                       | 0.0592                        | 0.4972                          | 0.1904                              | nan                           | 0.1381                   | 0.1729                      | 0.0                        | 0.6829                     | 0.0                          | 0.0                        | nan                              | 0.0                               | 0.2326                         | 0.0                            | 0.0                               | 0.6065                               | 0.0                              | 0.2748                           | 0.0373                                     | 0.0                                | nan                                | 0.0                                | 0.1290                     | 0.0                               | 0.0                                | 0.7610                           | 0.7122                        | 0.8379             | 0.0                        | 0.0                         | 0.0290                     | 0.0                         | 0     |
| 0.7608     | 0.6595          | 0.2548              | 0.3136                   | 0.8171                      | 0.0                           | 0.8941                        | 0.9522                            | 0.6912                             | 0.6050                               | 0.3030                                   | nan                                | 0.3367                        | 0.2592                           | 0.0                             | 0.9338                          | 0.0                               | 0.0                             | nan                                   | 0.0                                    | 0.6196                              | 0.0                                 | 0.0                                    | 0.9157                                    | 0.0                                   | 0.3823                                | 0.1128                                          | 0.0                                     | nan                                     | 0.0                                     | 0.3210                          | 0.0                                    | 0.0                                     | 0.8806                                | 0.8924                             | 0.9015                  | 0.0                             | 0.0000                           | 0.0333                          | 0.0                              | 0.0                      | 0.7420                   | 0.8433                       | 0.5403                        | 0.5702                          | 0.2545                              | nan                           | 0.2746                   | 0.1762                      | 0.0                        | 0.6919                     | 0.0                          | 0.0                        | nan                              | 0.0                               | 0.3429                         | 0.0                            | 0.0                               | 0.6498                               | 0.0                              | 0.3327                           | 0.1042                                     | 0.0                                | nan                                | 0.0                                | 0.2434                     | 0.0                               | 0.0                                | 0.7779                           | 0.7237                        | 0.8541             | 0.0                        | 0.0000                      | 0.0310                     | 0.0                         | 1     |
| 0.6681     | 0.6072          | 0.2674              | 0.3272                   | 0.8280                      | 0.0                           | 0.9032                        | 0.9567                            | 0.7278                             | 0.6428                               | 0.3220                                   | nan                                | 0.4555                        | 0.3397                           | 0.0                             | 0.9113                          | 0.0                               | 0.0                             | nan                                   | 0.0                                    | 0.6286                              | 0.0                                 | 0.0                                    | 0.9198                                    | 0.0                                   | 0.4124                                | 0.1341                                          | 0.0                                     | nan                                     | 0.0                                     | 0.3081                          | 0.0                                    | 0.0                                     | 0.8981                                | 0.8786                             | 0.9243                  | 0.0                             | 0.0017                           | 0.1065                          | 0.0                              | 0.0                      | 0.7533                   | 0.8546                       | 0.5263                        | 0.5791                          | 0.2720                              | nan                           | 0.3614                   | 0.2103                      | 0.0                        | 0.7452                     | 0.0                          | 0.0                        | nan                              | 0.0                               | 0.3554                         | 0.0                            | 0.0                               | 0.6599                               | 0.0                              | 0.3313                           | 0.1224                                     | 0.0                                | nan                                | 0.0                                | 0.2514                     | 0.0                               | 0.0                                | 0.8025                           | 0.7572                        | 0.8844             | 0.0                        | 0.0017                      | 0.0872                     | 0.0                         | 2     |
| 0.5925     | 0.6026          | 0.2648              | 0.3393                   | 0.8274                      | 0.0                           | 0.9012                        | 0.9596                            | 0.7587                             | 0.4868                               | 0.3931                                   | nan                                | 0.4939                        | 0.4798                           | 0.0                             | 0.9305                          | 0.0                               | 0.0                             | nan                                   | 0.0                                    | 0.6949                              | 0.0                                 | 0.0                                    | 0.8788                                    | 0.0055                                | 0.4856                                | 0.2068                                          | 0.0                                     | nan                                     | 0.0                                     | 0.3218                          | 0.0                                    | 0.0                                     | 0.9225                                | 0.8065                             | 0.9463                  | 0.0                             | 0.0088                           | 0.1775                          | 0.0                              | 0.0                      | 0.7554                   | 0.8616                       | 0.4355                        | 0.4717                          | 0.3184                              | nan                           | 0.3968                   | 0.1662                      | 0.0                        | 0.7466                     | 0.0                          | 0.0                        | nan                              | 0.0                               | 0.3030                         | 0.0                            | 0.0                               | 0.6735                               | 0.0055                           | 0.3466                           | 0.1850                                     | 0.0                                | nan                                | 0.0                                | 0.2647                     | 0.0                               | 0.0                                | 0.7979                           | 0.7236                        | 0.8846             | 0.0                        | 0.0087                      | 0.1272                     | 0.0                         | 3     |
| 0.5490     | 0.5696          | 0.2851              | 0.3592                   | 0.8332                      | 0.0                           | 0.9047                        | 0.9542                            | 0.7587                             | 0.8163                               | 0.2408                                   | nan                                | 0.4944                        | 0.4919                           | 0.0                             | 0.9378                          | 0.0                               | 0.0                             | nan                                   | 0.0                                    | 0.6285                              | 0.0                                 | 0.0                                    | 0.7944                                    | 0.0154                                | 0.6766                                | 0.2609                                          | 0.0                                     | nan                                     | 0.0                                     | 0.3746                          | 0.0                                    | 0.0                                     | 0.9297                                | 0.8885                             | 0.9420                  | 0.0                             | 0.0162                           | 0.3688                          | 0.0                              | 0.0                      | 0.7889                   | 0.8429                       | 0.5208                        | 0.6443                          | 0.2243                              | nan                           | 0.4038                   | 0.2429                      | 0.0                        | 0.7563                     | 0.0                          | 0.0                        | nan                              | 0.0                               | 0.3698                         | 0.0                            | 0.0                               | 0.6685                               | 0.0154                           | 0.3882                           | 0.2469                                     | 0.0                                | nan                                | 0.0                                | 0.2997                     | 0.0                               | 0.0                                | 0.8193                           | 0.7808                        | 0.8957             | 0.0                        | 0.0162                      | 0.1978                     | 0.0                         | 4     |
| 0.5087     | 0.6074          | 0.2757              | 0.3621                   | 0.8352                      | 0.0                           | 0.8976                        | 0.9445                            | 0.7794                             | 0.8244                               | 0.4367                                   | nan                                | 0.5158                        | 0.3467                           | 0.0                             | 0.9435                          | 0.0                               | 0.0                             | nan                                   | 0.0                                    | 0.6765                              | 0.0                                 | 0.0                                    | 0.8456                                    | 0.0                                   | 0.6933                                | 0.3127                                          | 0.0                                     | nan                                     | 0.0                                     | 0.3967                          | 0.0                                    | 0.0                                     | 0.8398                                | 0.9282                             | 0.9458                  | 0.0009                          | 0.0311                           | 0.2278                          | 0.0                              | 0.0                      | 0.8265                   | 0.8780                       | 0.2240                        | 0.6742                          | 0.3488                              | nan                           | 0.4169                   | 0.2292                      | 0.0                        | 0.7495                     | 0.0                          | 0.0                        | nan                              | 0.0                               | 0.3271                         | 0.0                            | 0.0                               | 0.6755                               | 0.0                              | 0.3241                           | 0.2429                                     | 0.0                                | nan                                | 0.0                                | 0.3127                     | 0.0                               | 0.0                                | 0.7884                           | 0.7138                        | 0.8980             | 0.0009                     | 0.0307                      | 0.1622                     | 0.0                         | 5     |
| 0.4645     | 0.5448          | 0.2833              | 0.3577                   | 0.8448                      | 0.0                           | 0.9011                        | 0.9398                            | 0.7623                             | 0.8812                               | 0.4475                                   | nan                                | 0.5125                        | 0.2508                           | 0.0                             | 0.9112                          | 0.0                               | 0.0                             | nan                                   | 0.0                                    | 0.7279                              | 0.0                                 | 0.0                                    | 0.8911                                    | 0.0069                                | 0.4498                                | 0.2347                                          | 0.0                                     | nan                                     | 0.0                                     | 0.4219                          | 0.0                                    | 0.0                                     | 0.9311                                | 0.8977                             | 0.9586                  | 0.0047                          | 0.0537                           | 0.2607                          | 0.0                              | 0.0                      | 0.7907                   | 0.8723                       | 0.3294                        | 0.6963                          | 0.3712                              | nan                           | 0.4011                   | 0.1708                      | 0.0                        | 0.7812                     | 0.0                          | 0.0                        | nan                              | 0.0                               | 0.2907                         | 0.0                            | 0.0                               | 0.6882                               | 0.0069                           | 0.3945                           | 0.2080                                     | 0.0                                | nan                                | 0.0                                | 0.3297                     | 0.0                               | 0.0                                | 0.8056                           | 0.7819                        | 0.8986             | 0.0044                     | 0.0524                      | 0.1915                     | 0.0                         | 6     |
| 0.4400     | 0.5322          | 0.2999              | 0.3816                   | 0.8484                      | 0.0                           | 0.9128                        | 0.9403                            | 0.7752                             | 0.7936                               | 0.5206                                   | nan                                | 0.5800                        | 0.4537                           | 0.0008                          | 0.9363                          | 0.0                               | 0.0                             | nan                                   | 0.0                                    | 0.7218                              | 0.0                                 | 0.0                                    | 0.8411                                    | 0.0992                                | 0.5054                                | 0.3913                                          | 0.0                                     | nan                                     | 0.0                                     | 0.4708                          | 0.0036                                 | 0.0                                     | 0.9403                                | 0.8654                             | 0.9578                  | 0.0094                          | 0.2155                           | 0.2765                          | 0.0                              | 0.0                      | 0.8172                   | 0.8728                       | 0.3442                        | 0.6603                          | 0.3949                              | nan                           | 0.4461                   | 0.2232                      | 0.0008                     | 0.7795                     | 0.0                          | 0.0                        | nan                              | 0.0                               | 0.3286                         | 0.0                            | 0.0                               | 0.6937                               | 0.0992                           | 0.3885                           | 0.3025                                     | 0.0                                | nan                                | 0.0                                | 0.3416                     | 0.0036                            | 0.0                                | 0.8251                           | 0.8025                        | 0.8911             | 0.0083                     | 0.1864                      | 0.1852                     | 0.0                         | 7     |
| 0.4155     | 0.5094          | 0.3081              | 0.3776                   | 0.8558                      | 0.0                           | 0.9018                        | 0.9694                            | 0.7703                             | 0.8377                               | 0.4270                                   | nan                                | 0.5865                        | 0.4399                           | 0.0                             | 0.9361                          | 0.0                               | 0.0                             | nan                                   | 0.0                                    | 0.7080                              | 0.0                                 | 0.0                                    | 0.8763                                    | 0.0578                                | 0.5485                                | 0.2927                                          | 0.0                                     | nan                                     | 0.0                                     | 0.4487                          | 0.0054                                 | 0.0                                     | 0.9042                                | 0.9128                             | 0.9492                  | 0.0099                          | 0.1807                           | 0.3193                          | 0.0                              | 0.0                      | 0.8330                   | 0.8773                       | 0.5168                        | 0.7730                          | 0.3741                              | nan                           | 0.4799                   | 0.2673                      | 0.0                        | 0.7888                     | 0.0                          | 0.0                        | nan                              | 0.0                               | 0.3382                         | 0.0                            | 0.0                               | 0.6906                               | 0.0578                           | 0.4031                           | 0.2381                                     | 0.0                                | nan                                | 0.0                                | 0.3486                     | 0.0054                            | 0.0                                | 0.8227                           | 0.7534                        | 0.9091             | 0.0066                     | 0.1631                      | 0.2111                     | 0.0                         | 8     |
| 0.3834     | 0.5143          | 0.3111              | 0.3771                   | 0.8584                      | 0.0                           | 0.9192                        | 0.9577                            | 0.7640                             | 0.7293                               | 0.5706                                   | nan                                | 0.5961                        | 0.4335                           | 0.0004                          | 0.9314                          | 0.0                               | 0.0                             | nan                                   | 0.0                                    | 0.7297                              | 0.0                                 | 0.0                                    | 0.8770                                    | 0.1184                                | 0.6003                                | 0.2523                                          | 0.0                                     | nan                                     | 0.0002                                  | 0.4300                          | 0.0086                                 | 0.0                                     | 0.9272                                | 0.9108                             | 0.9451                  | 0.0191                          | 0.1244                           | 0.2207                          | 0.0                              | 0.0                      | 0.8166                   | 0.8868                       | 0.6819                        | 0.6879                          | 0.4524                              | nan                           | 0.4954                   | 0.2162                      | 0.0004                     | 0.7937                     | 0.0                          | 0.0                        | nan                              | 0.0                               | 0.3137                         | 0.0                            | 0.0                               | 0.6885                               | 0.1172                           | 0.3928                           | 0.2309                                     | 0.0                                | nan                                | 0.0002                             | 0.3417                     | 0.0086                            | 0.0                                | 0.8341                           | 0.7970                        | 0.9032             | 0.0129                     | 0.1139                      | 0.1678                     | 0.0                         | 9     |


### Framework versions

- Transformers 4.26.1
- TensorFlow 2.11.0
- Datasets 2.9.0
- Tokenizers 0.13.2

{"license": "other", "tags": ["generated_from_keras_callback"], "model-index": [{"name": "Razi78/mit-b0-finetuned-sidewalks", "results": []}]}
transformers tf segformer generated_from_keras_callback license:other endpoints_compatible region:us
TAGS
#transformers #tf #segformer #generated_from_keras_callback #license-other #endpoints_compatible #region-us 

Razi78/mit-b0-finetuned-sidewalks
=================================


This model is a fine-tuned version of nvidia/mit-b0 on an unknown dataset.
It achieves the following results on the evaluation set:


* Train Loss: 0.3834
* Validation Loss: 0.5143
* Validation Mean Iou: 0.3111
* Validation Mean Accuracy: 0.3771
* Validation Overall Accuracy: 0.8584
* Validation Accuracy Unlabeled: 0.0
* Validation Accuracy Flat-road: 0.9192
* Validation Accuracy Flat-sidewalk: 0.9577
* Validation Accuracy Flat-crosswalk: 0.7640
* Validation Accuracy Flat-cyclinglane: 0.7293
* Validation Accuracy Flat-parkingdriveway: 0.5706
* Validation Accuracy Flat-railtrack: nan
* Validation Accuracy Flat-curb: 0.5961
* Validation Accuracy Human-person: 0.4335
* Validation Accuracy Human-rider: 0.0004
* Validation Accuracy Vehicle-car: 0.9314
* Validation Accuracy Vehicle-truck: 0.0
* Validation Accuracy Vehicle-bus: 0.0
* Validation Accuracy Vehicle-tramtrain: nan
* Validation Accuracy Vehicle-motorcycle: 0.0
* Validation Accuracy Vehicle-bicycle: 0.7297
* Validation Accuracy Vehicle-caravan: 0.0
* Validation Accuracy Vehicle-cartrailer: 0.0
* Validation Accuracy Construction-building: 0.8770
* Validation Accuracy Construction-door: 0.1184
* Validation Accuracy Construction-wall: 0.6003
* Validation Accuracy Construction-fenceguardrail: 0.2523
* Validation Accuracy Construction-bridge: 0.0
* Validation Accuracy Construction-tunnel: nan
* Validation Accuracy Construction-stairs: 0.0002
* Validation Accuracy Object-pole: 0.4300
* Validation Accuracy Object-trafficsign: 0.0086
* Validation Accuracy Object-trafficlight: 0.0
* Validation Accuracy Nature-vegetation: 0.9272
* Validation Accuracy Nature-terrain: 0.9108
* Validation Accuracy Sky: 0.9451
* Validation Accuracy Void-ground: 0.0191
* Validation Accuracy Void-dynamic: 0.1244
* Validation Accuracy Void-static: 0.2207
* Validation Accuracy Void-unclear: 0.0
* Validation Iou Unlabeled: 0.0
* Validation Iou Flat-road: 0.8166
* Validation Iou Flat-sidewalk: 0.8868
* Validation Iou Flat-crosswalk: 0.6819
* Validation Iou Flat-cyclinglane: 0.6879
* Validation Iou Flat-parkingdriveway: 0.4524
* Validation Iou Flat-railtrack: nan
* Validation Iou Flat-curb: 0.4954
* Validation Iou Human-person: 0.2162
* Validation Iou Human-rider: 0.0004
* Validation Iou Vehicle-car: 0.7937
* Validation Iou Vehicle-truck: 0.0
* Validation Iou Vehicle-bus: 0.0
* Validation Iou Vehicle-tramtrain: nan
* Validation Iou Vehicle-motorcycle: 0.0
* Validation Iou Vehicle-bicycle: 0.3137
* Validation Iou Vehicle-caravan: 0.0
* Validation Iou Vehicle-cartrailer: 0.0
* Validation Iou Construction-building: 0.6885
* Validation Iou Construction-door: 0.1172
* Validation Iou Construction-wall: 0.3928
* Validation Iou Construction-fenceguardrail: 0.2309
* Validation Iou Construction-bridge: 0.0
* Validation Iou Construction-tunnel: nan
* Validation Iou Construction-stairs: 0.0002
* Validation Iou Object-pole: 0.3417
* Validation Iou Object-trafficsign: 0.0086
* Validation Iou Object-trafficlight: 0.0
* Validation Iou Nature-vegetation: 0.8341
* Validation Iou Nature-terrain: 0.7970
* Validation Iou Sky: 0.9032
* Validation Iou Void-ground: 0.0129
* Validation Iou Void-dynamic: 0.1139
* Validation Iou Void-static: 0.1678
* Validation Iou Void-unclear: 0.0
* Epoch: 9


Model description
-----------------


More information needed


Intended uses & limitations
---------------------------


More information needed


Training and evaluation data
----------------------------


More information needed


Training procedure
------------------


### Training hyperparameters


The following hyperparameters were used during training:


* optimizer: {'name': 'Adam', 'learning\_rate': 6e-05, 'decay': 0.0, 'beta\_1': 0.9, 'beta\_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
* training\_precision: float32


### Training results



### Framework versions


* Transformers 4.26.1
* TensorFlow 2.11.0
* Datasets 2.9.0
* Tokenizers 0.13.2



### Training hyperparameters


The following hyperparameters were used during training:


* optimizer: {'name': 'Adam', 'learning\_rate': 6e-05, 'decay': 0.0, 'beta\_1': 0.9, 'beta\_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
* training\_precision: float32 ### Training results ### Framework versions


* Transformers 4.26.1
* TensorFlow 2.11.0
* Datasets 2.9.0
* Tokenizers 0.13.2
TAGS
#transformers #tf #segformer #generated_from_keras_callback #license-other #endpoints_compatible #region-us 
 ### Training hyperparameters


The following hyperparameters were used during training:


* optimizer: {'name': 'Adam', 'learning\_rate': 6e-05, 'decay': 0.0, 'beta\_1': 0.9, 'beta\_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
* training\_precision: float32 ### Training results ### Framework versions


* Transformers 4.26.1
* TensorFlow 2.11.0
* Datasets 2.9.0
* Tokenizers 0.13.2
TAGS
#transformers #tf #segformer #generated_from_keras_callback #license-other #endpoints_compatible #region-us 
### Training hyperparameters


The following hyperparameters were used during training:


* optimizer: {'name': 'Adam', 'learning\_rate': 6e-05, 'decay': 0.0, 'beta\_1': 0.9, 'beta\_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
* training\_precision: float32### Training results### Framework versions


* Transformers 4.26.1
* TensorFlow 2.11.0
* Datasets 2.9.0
* Tokenizers 0.13.2