Update app.py

app.py

@@ -8,33 +8,165 @@ import tensorflow as tf
 from transformers import SegformerFeatureExtractor, TFSegformerForSemanticSegmentation
 
 feature_extractor = SegformerFeatureExtractor.from_pretrained(
-    "mattmdjaga/segformer_b2_clothes"
+    "nvidia/segformer-b0-finetuned-ade-512-512"
 )
 model = TFSegformerForSemanticSegmentation.from_pretrained(
-    "mattmdjaga/segformer_b2_clothes"
+    "nvidia/segformer-b0-finetuned-ade-512-512"
 )
 
 def ade_palette():
     """ADE20K palette that maps each class to RGB values."""
     return [
-        [204, 87, 92],
-        [112, 185, 212],
-        [45, 189, 106],
-        [234, 123, 67],
-        [78, 56, 123],
-        [210, 32, 89],
-        [90, 180, 56],
-        [155, 102, 200],
-        [33, 147, 176],
-        [255, 183, 76],
-        [67, 123, 89],
-        [190, 60, 45],
-        [134, 112, 200],
-        [56, 45, 189],
-        [200, 56, 123],
-        [87, 92, 204],
-        [120, 56, 123],
-        [45, 78, 123]
+        [22, 122, 213],
+        [240, 3, 156],
+        [87, 176, 33],
+        [154, 88, 111],
+        [63, 54, 244],
+        [201, 235, 59],
+        [102, 66, 183],
+        [94, 147, 5],
+        [39, 198, 247],
+        [17, 149, 92],
+        [130, 78, 184],
+        [246, 119, 107],
+        [225, 23, 68],
+        [52, 189, 140],
+        [142, 10, 22],
+        [114, 161, 251],
+        [168, 55, 34],
+        [75, 203, 89],
+        [32, 45, 235],
+        [217, 134, 0],
+        [186, 98, 150],
+        [123, 205, 17],
+        [58, 29, 192],
+        [159, 171, 60],
+        [107, 240, 218],
+        [4, 80, 124],
+        [195, 146, 215],
+        [85, 39, 10],
+        [137, 112, 160],
+        [247, 26, 82],
+        [216, 210, 115],
+        [48, 135, 229],
+        [165, 183, 43],
+        [74, 1, 129],
+        [31, 166, 96],
+        [223, 51, 202],
+        [57, 72, 27],
+        [143, 191, 176],
+        [111, 33, 244],
+        [20, 155, 62],
+        [128, 99, 209],
+        [254, 120, 14],
+        [229, 67, 175],
+        [53, 206, 40],
+        [140, 16, 111],
+        [95, 180, 237],
+        [38, 58, 152],
+        [116, 214, 81],
+        [171, 47, 23],
+        [209, 36, 178],
+        [25, 119, 74],
+        [147, 232, 93],
+        [61, 153, 255],
+        [198, 77, 10],
+        [8, 166, 142],
+        [133, 45, 111],
+        [222, 199, 239],
+        [56, 18, 90],
+        [164, 98, 206],
+        [239, 135, 60],
+        [106, 28, 139],
+        [49, 172, 224],
+        [179, 109, 34],
+        [12, 191, 157],
+        [121, 64, 88],
+        [243, 214, 127],
+        [82, 11, 165],
+        [158, 37, 192],
+        [31, 144, 55],
+        [176, 220, 252],
+        [68, 5, 123],
+        [220, 157, 73],
+        [41, 183, 210],
+        [173, 85, 14],
+        [16, 131, 99],
+        [135, 50, 177],
+        [227, 202, 244],
+        [54, 21, 115],
+        [162, 101, 231],
+        [236, 138, 49],
+        [103, 31, 146],
+        [47, 175, 217],
+        [181, 112, 28],
+        [15, 190, 160],
+        [124, 66, 91],
+        [241, 217, 130],
+        [80, 13, 168],
+        [157, 40, 195],
+        [30, 147, 52],
+        [175, 223, 249],
+        [67, 7, 126],
+        [218, 160, 76],
+        [44, 180, 213],
+        [172, 83, 19],
+        [19, 129, 102],
+        [136, 53, 174],
+        [226, 205, 241],
+        [52, 24, 118],
+        [160, 104, 228],
+        [235, 141, 45],
+        [101, 33, 149],
+        [46, 178, 220],
+        [182, 114, 31],
+        [14, 193, 163],
+        [122, 69, 94],
+        [240, 219, 133],
+        [79, 16, 171],
+        [156, 43, 198],
+        [29, 150, 58],
+        [174, 225, 246],
+        [66, 9, 129],
+        [217, 163, 79],
+        [43, 182, 216],
+        [171, 81, 22],
+        [21, 128, 105],
+        [137, 56, 176],
+        [225, 207, 243],
+        [51, 27, 121],
+        [159, 107, 229],
+        [234, 143, 48],
+        [100, 35, 152],
+        [45, 176, 223],
+        [183, 116, 25],
+        [13, 194, 166],
+        [123, 71, 97],
+        [239, 221, 136],
+        [78, 19, 174],
+        [155, 46, 201],
+        [28, 152, 61],
+        [173, 227, 243],
+        [65, 11, 132],
+        [216, 165, 82],
+        [42, 184, 219],
+        [170, 78, 24],
+        [20, 127, 108],
+        [138, 59, 179],
+        [224, 209, 245],
+        [50, 29, 124],
+        [161, 109, 232],
+        [233, 145, 51],
+        [99, 37, 155],
+        [44, 174, 226],
+        [184, 118, 20],
+        [12, 195, 169],
+        [125, 73, 100],
+        [238, 223, 139],
+        [77, 22, 177],
+        [154, 49, 204],
+        [27, 154, 64],
+        [51, 86, 205]
     ]
 
 labels_list = []
@@ -103,7 +235,7 @@ def sepia(input_img):
 demo = gr.Interface(fn=sepia,
                     inputs=gr.Image(shape=(400, 600)),
                     outputs=['plot'],
-                    examples=["person-1.jpg", "person-2.jpg", "person-3.jpg", "person-4.jpg", "person-5.jpg"],
+                    examples=["testimage1.png"],
                     allow_flagging='never')