Training in progress epoch 1

README.md

@@ -16,18 +16,18 @@ probably proofread and complete it, then remove this comment. -->
 
 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: 5.2006
-- Validation Loss: 5.3234
-- Validation Mean Iou: 0.0
-- Validation Mean Accuracy: 0.0
-- Validation Overall Accuracy: 0.0
+- Train Loss: 5.0094
+- Validation Loss: 4.9046
+- Validation Mean Iou: 0.0082
+- Validation Mean Accuracy: 0.0404
+- Validation Overall Accuracy: 0.1316
 - Validation Accuracy Wall: 0.0
-- Validation Accuracy Building: 0.0
+- Validation Accuracy Building: 0.7150
 - Validation Accuracy Sky: 0.0
-- Validation Accuracy Floor: 0.0
-- Validation Accuracy Tree: 0.0
+- Validation Accuracy Floor: 0.0016
+- Validation Accuracy Tree: 0.3424
 - Validation Accuracy Ceiling: 0.0
-- Validation Accuracy Road: 0.0
+- Validation Accuracy Road: 0.2131
 - Validation Accuracy Bed : nan
 - Validation Accuracy Windowpane: nan
 - Validation Accuracy Grass: nan
@@ -62,7 +62,7 @@ It achieves the following results on the evaluation set:
 - Validation Accuracy Railing: nan
 - Validation Accuracy Cushion: nan
 - Validation Accuracy Base: nan
-- Validation Accuracy Box: 0.0
+- Validation Accuracy Box: 0.1025
 - Validation Accuracy Column: 0.0
 - Validation Accuracy Signboard: nan
 - Validation Accuracy Chest of drawers: nan
@@ -172,25 +172,25 @@ It achieves the following results on the evaluation set:
 - Validation Accuracy Clock: nan
 - Validation Accuracy Flag: nan
 - Validation Iou Wall: 0.0
-- Validation Iou Building: 0.0
+- Validation Iou Building: 0.1363
 - Validation Iou Sky: 0.0
-- Validation Iou Floor: 0.0
-- Validation Iou Tree: 0.0
+- Validation Iou Floor: 0.0016
+- Validation Iou Tree: 0.1309
 - Validation Iou Ceiling: 0.0
-- Validation Iou Road: 0.0
+- Validation Iou Road: 0.1494
 - Validation Iou Bed : nan
 - Validation Iou Windowpane: nan
 - Validation Iou Grass: nan
 - Validation Iou Cabinet: 0.0
 - Validation Iou Sidewalk: 0.0
-- Validation Iou Person: nan
+- Validation Iou Person: 0.0
 - Validation Iou Earth: 0.0
 - Validation Iou Door: 0.0
 - Validation Iou Table: 0.0
 - Validation Iou Mountain: 0.0
 - Validation Iou Plant: 0.0
 - Validation Iou Curtain: 0.0
-- Validation Iou Chair: nan
+- Validation Iou Chair: 0.0
 - Validation Iou Car: nan
 - Validation Iou Water: nan
 - Validation Iou Painting: nan
@@ -209,14 +209,14 @@ It achieves the following results on the evaluation set:
 - Validation Iou Wardrobe: nan
 - Validation Iou Lamp: nan
 - Validation Iou Bathtub: 0.0
-- Validation Iou Railing: 0.0
+- Validation Iou Railing: nan
 - Validation Iou Cushion: nan
 - Validation Iou Base: nan
-- Validation Iou Box: 0.0
+- Validation Iou Box: 0.0011
 - Validation Iou Column: 0.0
 - Validation Iou Signboard: nan
 - Validation Iou Chest of drawers: nan
-- Validation Iou Counter: nan
+- Validation Iou Counter: 0.0
 - Validation Iou Sand: nan
 - Validation Iou Sink: nan
 - Validation Iou Skyscraper: nan
@@ -236,13 +236,13 @@ It achieves the following results on the evaluation set:
 - Validation Iou Bookcase: nan
 - Validation Iou Blind: nan
 - Validation Iou Coffee table: nan
-- Validation Iou Toilet: nan
+- Validation Iou Toilet: 0.0
 - Validation Iou Flower: nan
 - Validation Iou Book: nan
 - Validation Iou Hill: nan
 - Validation Iou Bench: 0.0
 - Validation Iou Countertop: nan
-- Validation Iou Stove: 0.0
+- Validation Iou Stove: nan
 - Validation Iou Palm: nan
 - Validation Iou Kitchen island: nan
 - Validation Iou Computer: nan
@@ -253,7 +253,7 @@ It achieves the following results on the evaluation set:
 - Validation Iou Hovel: nan
 - Validation Iou Bus: nan
 - Validation Iou Towel: nan
-- Validation Iou Light: 0.0
+- Validation Iou Light: nan
 - Validation Iou Truck: 0.0
 - Validation Iou Tower: nan
 - Validation Iou Chandelier: nan
@@ -261,10 +261,10 @@ It achieves the following results on the evaluation set:
 - Validation Iou Streetlight: nan
 - Validation Iou Booth: nan
 - Validation Iou Television receiver: nan
-- Validation Iou Airplane: 0.0
+- Validation Iou Airplane: nan
 - Validation Iou Dirt track: 0.0
 - Validation Iou Apparel: nan
-- Validation Iou Pole: nan
+- Validation Iou Pole: 0.0
 - Validation Iou Land: 0.0
 - Validation Iou Bannister: nan
 - Validation Iou Escalator: nan
@@ -272,7 +272,7 @@ It achieves the following results on the evaluation set:
 - Validation Iou Bottle: nan
 - Validation Iou Buffet: nan
 - Validation Iou Poster: nan
-- Validation Iou Stage: nan
+- Validation Iou Stage: 0.0
 - Validation Iou Van: nan
 - Validation Iou Ship: 0.0
 - Validation Iou Fountain: nan
@@ -283,7 +283,7 @@ It achieves the following results on the evaluation set:
 - Validation Iou Swimming pool: nan
 - Validation Iou Stool: nan
 - Validation Iou Barrel: 0.0
-- Validation Iou Basket: nan
+- Validation Iou Basket: 0.0
 - Validation Iou Waterfall: nan
 - Validation Iou Tent: nan
 - Validation Iou Bag: nan
@@ -294,11 +294,11 @@ It achieves the following results on the evaluation set:
 - Validation Iou Food: nan
 - Validation Iou Step: nan
 - Validation Iou Tank: nan
-- Validation Iou Trade name: nan
-- Validation Iou Microwave: 0.0
+- Validation Iou Trade name: 0.0
+- Validation Iou Microwave: nan
 - Validation Iou Pot: nan
 - Validation Iou Animal: nan
-- Validation Iou Bicycle: nan
+- Validation Iou Bicycle: 0.0
 - Validation Iou Lake: 0.0
 - Validation Iou Dishwasher: nan
 - Validation Iou Screen: nan
@@ -307,21 +307,21 @@ It achieves the following results on the evaluation set:
 - Validation Iou Hood: nan
 - Validation Iou Sconce: nan
 - Validation Iou Vase: nan
-- Validation Iou Traffic light: nan
+- Validation Iou Traffic light: 0.0
 - Validation Iou Tray: nan
 - Validation Iou Ashcan: 0.0
 - Validation Iou Fan: nan
 - Validation Iou Pier: nan
 - Validation Iou Crt screen: nan
-- Validation Iou Plate: nan
-- Validation Iou Monitor: nan
-- Validation Iou Bulletin board: nan
+- Validation Iou Plate: 0.0
+- Validation Iou Monitor: 0.0
+- Validation Iou Bulletin board: 0.0
 - Validation Iou Shower: nan
 - Validation Iou Radiator: 0.0
 - Validation Iou Glass: nan
 - Validation Iou Clock: nan
 - Validation Iou Flag: nan
-- Epoch: 0
+- Epoch: 1
 
 ## Model description
 
@@ -348,6 +348,7 @@ The following hyperparameters were used during training:
 | Train Loss | Validation Loss | Validation Mean Iou | Validation Mean Accuracy | Validation Overall Accuracy | Validation Accuracy Wall | Validation Accuracy Building | Validation Accuracy Sky | Validation Accuracy Floor | Validation Accuracy Tree | Validation Accuracy Ceiling | Validation Accuracy Road | Validation Accuracy Bed  | Validation Accuracy Windowpane | Validation Accuracy Grass | Validation Accuracy Cabinet | Validation Accuracy Sidewalk | Validation Accuracy Person | Validation Accuracy Earth | Validation Accuracy Door | Validation Accuracy Table | Validation Accuracy Mountain | Validation Accuracy Plant | Validation Accuracy Curtain | Validation Accuracy Chair | Validation Accuracy Car | Validation Accuracy Water | Validation Accuracy Painting | Validation Accuracy Sofa | Validation Accuracy Shelf | Validation Accuracy House | Validation Accuracy Sea | Validation Accuracy Mirror | Validation Accuracy Rug | Validation Accuracy Field | Validation Accuracy Armchair | Validation Accuracy Seat | Validation Accuracy Fence | Validation Accuracy Desk | Validation Accuracy Rock | Validation Accuracy Wardrobe | Validation Accuracy Lamp | Validation Accuracy Bathtub | Validation Accuracy Railing | Validation Accuracy Cushion | Validation Accuracy Base | Validation Accuracy Box | Validation Accuracy Column | Validation Accuracy Signboard | Validation Accuracy Chest of drawers | Validation Accuracy Counter | Validation Accuracy Sand | Validation Accuracy Sink | Validation Accuracy Skyscraper | Validation Accuracy Fireplace | Validation Accuracy Refrigerator | Validation Accuracy Grandstand | Validation Accuracy Path | Validation Accuracy Stairs | Validation Accuracy Runway | Validation Accuracy Case | Validation Accuracy Pool table | Validation Accuracy Pillow | Validation Accuracy Screen door | Validation Accuracy Stairway | Validation Accuracy River | Validation Accuracy Bridge | Validation Accuracy Bookcase | Validation Accuracy Blind | Validation Accuracy Coffee table | Validation Accuracy Toilet | Validation Accuracy Flower | Validation Accuracy Book | Validation Accuracy Hill | Validation Accuracy Bench | Validation Accuracy Countertop | Validation Accuracy Stove | Validation Accuracy Palm | Validation Accuracy Kitchen island | Validation Accuracy Computer | Validation Accuracy Swivel chair | Validation Accuracy Boat | Validation Accuracy Bar | Validation Accuracy Arcade machine | Validation Accuracy Hovel | Validation Accuracy Bus | Validation Accuracy Towel | Validation Accuracy Light | Validation Accuracy Truck | Validation Accuracy Tower | Validation Accuracy Chandelier | Validation Accuracy Awning | Validation Accuracy Streetlight | Validation Accuracy Booth | Validation Accuracy Television receiver | Validation Accuracy Airplane | Validation Accuracy Dirt track | Validation Accuracy Apparel | Validation Accuracy Pole | Validation Accuracy Land | Validation Accuracy Bannister | Validation Accuracy Escalator | Validation Accuracy Ottoman | Validation Accuracy Bottle | Validation Accuracy Buffet | Validation Accuracy Poster | Validation Accuracy Stage | Validation Accuracy Van | Validation Accuracy Ship | Validation Accuracy Fountain | Validation Accuracy Conveyer belt | Validation Accuracy Canopy | Validation Accuracy Washer | Validation Accuracy Plaything | Validation Accuracy Swimming pool | Validation Accuracy Stool | Validation Accuracy Barrel | Validation Accuracy Basket | Validation Accuracy Waterfall | Validation Accuracy Tent | Validation Accuracy Bag | Validation Accuracy Minibike | Validation Accuracy Cradle | Validation Accuracy Oven | Validation Accuracy Ball | Validation Accuracy Food | Validation Accuracy Step | Validation Accuracy Tank | Validation Accuracy Trade name | Validation Accuracy Microwave | Validation Accuracy Pot | Validation Accuracy Animal | Validation Accuracy Bicycle | Validation Accuracy Lake | Validation Accuracy Dishwasher | Validation Accuracy Screen | Validation Accuracy Blanket | Validation Accuracy Sculpture | Validation Accuracy Hood | Validation Accuracy Sconce | Validation Accuracy Vase | Validation Accuracy Traffic light | Validation Accuracy Tray | Validation Accuracy Ashcan | Validation Accuracy Fan | Validation Accuracy Pier | Validation Accuracy Crt screen | Validation Accuracy Plate | Validation Accuracy Monitor | Validation Accuracy Bulletin board | Validation Accuracy Shower | Validation Accuracy Radiator | Validation Accuracy Glass | Validation Accuracy Clock | Validation Accuracy Flag | Validation Iou Wall | Validation Iou Building | Validation Iou Sky | Validation Iou Floor | Validation Iou Tree | Validation Iou Ceiling | Validation Iou Road | Validation Iou Bed  | Validation Iou Windowpane | Validation Iou Grass | Validation Iou Cabinet | Validation Iou Sidewalk | Validation Iou Person | Validation Iou Earth | Validation Iou Door | Validation Iou Table | Validation Iou Mountain | Validation Iou Plant | Validation Iou Curtain | Validation Iou Chair | Validation Iou Car | Validation Iou Water | Validation Iou Painting | Validation Iou Sofa | Validation Iou Shelf | Validation Iou House | Validation Iou Sea | Validation Iou Mirror | Validation Iou Rug | Validation Iou Field | Validation Iou Armchair | Validation Iou Seat | Validation Iou Fence | Validation Iou Desk | Validation Iou Rock | Validation Iou Wardrobe | Validation Iou Lamp | Validation Iou Bathtub | Validation Iou Railing | Validation Iou Cushion | Validation Iou Base | Validation Iou Box | Validation Iou Column | Validation Iou Signboard | Validation Iou Chest of drawers | Validation Iou Counter | Validation Iou Sand | Validation Iou Sink | Validation Iou Skyscraper | Validation Iou Fireplace | Validation Iou Refrigerator | Validation Iou Grandstand | Validation Iou Path | Validation Iou Stairs | Validation Iou Runway | Validation Iou Case | Validation Iou Pool table | Validation Iou Pillow | Validation Iou Screen door | Validation Iou Stairway | Validation Iou River | Validation Iou Bridge | Validation Iou Bookcase | Validation Iou Blind | Validation Iou Coffee table | Validation Iou Toilet | Validation Iou Flower | Validation Iou Book | Validation Iou Hill | Validation Iou Bench | Validation Iou Countertop | Validation Iou Stove | Validation Iou Palm | Validation Iou Kitchen island | Validation Iou Computer | Validation Iou Swivel chair | Validation Iou Boat | Validation Iou Bar | Validation Iou Arcade machine | Validation Iou Hovel | Validation Iou Bus | Validation Iou Towel | Validation Iou Light | Validation Iou Truck | Validation Iou Tower | Validation Iou Chandelier | Validation Iou Awning | Validation Iou Streetlight | Validation Iou Booth | Validation Iou Television receiver | Validation Iou Airplane | Validation Iou Dirt track | Validation Iou Apparel | Validation Iou Pole | Validation Iou Land | Validation Iou Bannister | Validation Iou Escalator | Validation Iou Ottoman | Validation Iou Bottle | Validation Iou Buffet | Validation Iou Poster | Validation Iou Stage | Validation Iou Van | Validation Iou Ship | Validation Iou Fountain | Validation Iou Conveyer belt | Validation Iou Canopy | Validation Iou Washer | Validation Iou Plaything | Validation Iou Swimming pool | Validation Iou Stool | Validation Iou Barrel | Validation Iou Basket | Validation Iou Waterfall | Validation Iou Tent | Validation Iou Bag | Validation Iou Minibike | Validation Iou Cradle | Validation Iou Oven | Validation Iou Ball | Validation Iou Food | Validation Iou Step | Validation Iou Tank | Validation Iou Trade name | Validation Iou Microwave | Validation Iou Pot | Validation Iou Animal | Validation Iou Bicycle | Validation Iou Lake | Validation Iou Dishwasher | Validation Iou Screen | Validation Iou Blanket | Validation Iou Sculpture | Validation Iou Hood | Validation Iou Sconce | Validation Iou Vase | Validation Iou Traffic light | Validation Iou Tray | Validation Iou Ashcan | Validation Iou Fan | Validation Iou Pier | Validation Iou Crt screen | Validation Iou Plate | Validation Iou Monitor | Validation Iou Bulletin board | Validation Iou Shower | Validation Iou Radiator | Validation Iou Glass | Validation Iou Clock | Validation Iou Flag | Epoch |
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 | 5.2006     | 5.3234          | 0.0                 | 0.0                      | 0.0                         | 0.0                      | 0.0                          | 0.0                     | 0.0                       | 0.0                      | 0.0                         | 0.0                      | nan                      | nan                            | nan                       | 0.0                         | 0.0                          | nan                        | 0.0                       | 0.0                      | 0.0                       | 0.0                          | 0.0                       | 0.0                         | nan                       | nan                     | nan                       | nan                          | 0.0                      | nan                       | 0.0                       | 0.0                     | nan                        | nan                     | nan                       | 0.0                          | 0.0                      | nan                       | nan                      | 0.0                      | nan                          | nan                      | 0.0                         | nan                         | nan                         | nan                      | 0.0                     | 0.0                        | nan                           | nan                                  | nan                         | nan                      | nan                      | nan                            | nan                           | nan                              | 0.0                            | nan                      | nan                        | 0.0                        | 0.0                      | nan                            | nan                        | nan                             | nan                          | nan                       | 0.0                        | nan                          | nan                       | nan                              | nan                        | nan                        | nan                      | nan                      | 0.0                       | nan                            | nan                       | nan                      | nan                                | nan                          | nan                              | nan                      | nan                     | nan                                | nan                       | nan                     | nan                       | nan                       | 0.0                       | nan                       | nan                            | nan                        | nan                             | nan                       | nan                                     | nan                          | 0.0                            | nan                         | nan                      | 0.0                      | nan                           | nan                           | nan                       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nan                           | nan                      | nan                        | nan                      | nan                               | nan                      | nan                        | nan                     | nan                      | nan                            | nan                       | nan                         | nan                                | nan                        | nan                          | nan                       | nan                       | nan                      | 0.0                 | 0.0                     | 0.0                | 0.0                  | 0.0                 | 0.0                    | 0.0                 | nan                 | nan                       | nan                  | 0.0                    | 0.0                     | nan                   | 0.0                  | 0.0                 | 0.0                  | 0.0                     | 0.0                  | 0.0                    | nan                  | nan                | nan                  | nan                     | 0.0                 | nan                  | 0.0                  | 0.0                | nan                   | nan                | nan                  | 0.0                     | 0.0                 | nan                  | nan                 | 0.0                 | nan                     | nan                 | 0.0                    | 0.0                    | nan                    | nan                 | 0.0                | 0.0                   | nan                      | nan                             | nan                    | nan                 | nan                 | nan                       | nan                      | nan                         | 0.0                       | nan                 | nan                   | 0.0                   | 0.0                 | nan                       | nan                   | nan                        | nan                     | nan                  | 0.0                   | nan                     | nan                  | nan                         | nan                   | nan                   | nan                 | nan                 | 0.0                  | nan                       | 0.0                  | nan                 | nan                           | nan                     | nan                         | 0.0                 | nan                | nan                           | nan                  | nan                | nan                  | 0.0                  | 0.0                  | nan                  | nan                       | nan                   | nan                        | nan                  | nan                                | 0.0                     | 0.0                       | nan                    | nan                 | 0.0                 | nan                      | nan                      | nan                    | nan                   | nan                   | nan                 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nan                  | nan                    | nan                           | nan                   | 0.0                     | nan                  | nan                  | nan                 | 0     |
+| 5.0094     | 4.9046          | 0.0082              | 0.0404                   | 0.1316                      | 0.0                      | 0.7150                       | 0.0                     | 0.0016                    | 0.3424                   | 0.0                         | 0.2131                   | nan                      | nan                            | nan                       | 0.0                         | 0.0                          | nan                        | 0.0                       | 0.0                      | 0.0                       | 0.0                          | 0.0                       | 0.0                         | nan                       | nan                     | nan                       | nan                          | 0.0                      | nan                       | 0.0                       | 0.0                     | nan                        | nan                     | nan                       | 0.0                          | 0.0                      | nan                       | nan                      | 0.0                      | nan                          | nan                      | 0.0                         | nan                         | nan                         | nan                      | 0.1025                  | 0.0                        | nan                           | nan                                  | nan                         | nan                      | nan                      | nan                            | nan                           | nan                              | 0.0                            | nan                      | nan                        | 0.0                        | 0.0                      | nan                            | nan                        | nan                             | nan                          | nan                       | 0.0                        | nan                          | nan                       | nan                              | nan                        | nan                        | nan                      | nan                      | 0.0                       | nan                            | nan                       | nan                      | nan                                | nan                          | nan                              | nan                      | nan                     | nan                                | nan                       | nan                     | nan                       | nan                       | 0.0                       | nan                       | nan                            | nan                        | nan                             | nan                       | nan                                     | nan                          | 0.0                            | nan                         | nan                      | 0.0                      | nan                           | nan                           | nan                       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nan                           | nan                      | nan                        | nan                      | nan                               | nan                      | nan                        | nan                     | nan                      | nan                            | nan                       | nan                         | nan                                | nan                        | nan                          | nan                       | nan                       | nan                      | 0.0                 | 0.1363                  | 0.0                | 0.0016               | 0.1309              | 0.0                    | 0.1494              | nan                 | nan                       | nan                  | 0.0                    | 0.0                     | 0.0                   | 0.0                  | 0.0                 | 0.0                  | 0.0                     | 0.0                  | 0.0                    | 0.0                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0.0                   | nan                     | nan                  | nan                         | 0.0                   | nan                   | nan                 | nan                 | 0.0                  | nan                       | nan                  | nan                 | nan                           | nan                     | nan                         | 0.0                 | nan                | nan                           | nan                  | nan                | nan                  | nan                  | 0.0                  | nan                  | nan                       | nan                   | nan                        | nan                  | nan                                | nan                     | 0.0                       | nan                    | 0.0                 | 0.0                 | nan                      | nan                      | nan                    | nan                   | nan                   | nan                 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0.0                  | 0.0                    | 0.0                           | nan                   | 0.0                     | nan                  | nan                  | nan                 | 1     |
 
 
 ### Framework versions

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d4a7e8168ac5937c1b0f50cffe165969cfd3f94734db1339ff2b3c9365927dc1
+oid sha256:8eccd5d31faba40fb6e185720c916bfd913a8365d04b576600675830e7bc56cb
 size 15285696