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metadata.jsonl

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+{"conditioning_image": "conditioning_images/00a1940434d687a785be0acf2b0fbff3.png", "image": "images/00a1940434d687a785be0acf2b0fbff3.jpg", "text": "A woman wears a linen top and cotton bottom"}
+{"conditioning_image": "conditioning_images/00a325fd4dc22079095ab46330abf7be.png", "image": "images/00a325fd4dc22079095ab46330abf7be.jpg", "text": "A woman wearing a cotton top and denim bottom"}
+{"conditioning_image": "conditioning_images/00d6e5891b7507fccbd49f2c2756b114.png", "image": "images/00d6e5891b7507fccbd49f2c2756b114.jpg", "text": "A woman wearing a mesh dress"}
+{"conditioning_image": "conditioning_images/00faa1032cc0809974a8d2dd7b018497.png", "image": "images/00faa1032cc0809974a8d2dd7b018497.jpg", "text": "A woman wearing a nylon dress"}
+{"conditioning_image": "conditioning_images/01a64310ea9205193295869fcae93f90.png", "image": "images/01a64310ea9205193295869fcae93f90.jpg", "text": "A woman wearing a silk dress"}
+{"conditioning_image": "conditioning_images/01d0251b5bc5a41f93c86042c56258d3.png", "image": "images/01d0251b5bc5a41f93c86042c56258d3.jpg", "text": "A woman wearing a polyester top and denim bottom"}
+{"conditioning_image": "conditioning_images/02ddd4192bc9a5823be4312824814279.png", "image": "images/02ddd4192bc9a5823be4312824814279.jpg", "text": "A woman wearing a triacetate top and polyester bottom"}
+{"conditioning_image": "conditioning_images/056bea38b1947154d0613aab63505033.png", "image": "images/056bea38b1947154d0613aab63505033.jpg", "text": "A woman wearing a polyester top and polyester bottom"}
+{"conditioning_image": "conditioning_images/0afb6b28d4583e470c7d0c52268272a7.png", "image": "images/0afb6b28d4583e470c7d0c52268272a7.jpg", "text": "A man wearing a polyester top and denim bottom"}
+{"conditioning_image": "conditioning_images/0cd8f2955ec01a4e2678648f153b1326.png", "image": "images/0cd8f2955ec01a4e2678648f153b1326.jpg", "text": "A woman wearing a cotton top and denim bottom"}
+{"conditioning_image": "conditioning_images/0d32e0c44b492a04a01db6eaf11c7fc7.png", "image": "images/0d32e0c44b492a04a01db6eaf11c7fc7.jpg", "text": "A woman wearing a polyester top and polyester bottom"}
+{"conditioning_image": "conditioning_images/0f4d15d0aed8a66085298f73a759f27b.png", "image": "images/0f4d15d0aed8a66085298f73a759f27b.jpg", "text": "A woman wearing a linen top and denim bottom"}
+{"conditioning_image": "conditioning_images/155ea684f404a9b299b20ae06a64b813.png", "image": "images/155ea684f404a9b299b20ae06a64b813.jpg", "text": "A woman wears a mesh dress"}
+{"conditioning_image": "conditioning_images/18c0e9262037120fc1820f5a2fed264b.png", "image": "images/18c0e9262037120fc1820f5a2fed264b.jpg", "text": "A woman wears a polyester dress"}
+{"conditioning_image": "conditioning_images/1d48dbe153101fe75b0e5c33cdd6934a.png", "image": "images/1d48dbe153101fe75b0e5c33cdd6934a.jpg", "text": "A woman wears a triacetate dress"}
+{"conditioning_image": "conditioning_images/1f4c2d7ddfaa4d7c5a88df6d04ec0512.png", "image": "images/1f4c2d7ddfaa4d7c5a88df6d04ec0512.jpg", "text": "A woman wears a triacetate dress"}
+{"conditioning_image": "conditioning_images/263b6dd877a80699f43aef905d7ea37e.png", "image": "images/263b6dd877a80699f43aef905d7ea37e.jpg", "text": "A woman wearing a polyester top and denim bottom"}
+{"conditioning_image": "conditioning_images/28d0923aec82214d368745bd681ff6d5.png", "image": "images/28d0923aec82214d368745bd681ff6d5.jpg", "text": "A woman wearing a polyester top and denim bottom"}
+{"conditioning_image": "conditioning_images/2ceacea255bd16e687e26a83c5452255.png", "image": "images/2ceacea255bd16e687e26a83c5452255.jpg", "text": "A woman wearing a cotton top and cotton bottom"}
+{"conditioning_image": "conditioning_images/35ea31136d790c8bd79de310fd235d6a.png", "image": "images/35ea31136d790c8bd79de310fd235d6a.jpg", "text": "A woman wearing a linen top and leather bottom"}
+{"conditioning_image": "conditioning_images/36d52e6a24212f35e00755030e047cce.png", "image": "images/36d52e6a24212f35e00755030e047cce.jpg", "text": "A woman wears a silk dress"}
+{"conditioning_image": "conditioning_images/37daf864f5b372bd9f665a77dd8d02e1.png", "image": "images/37daf864f5b372bd9f665a77dd8d02e1.jpg", "text": "A woman wearing a cotton top and polyester bottom"}
+{"conditioning_image": "conditioning_images/38fdac9188383dc9ceb7977ac6d82259.png", "image": "images/38fdac9188383dc9ceb7977ac6d82259.jpg", "text": "A man wearing a polyester top and polyester bottom"}
+{"conditioning_image": "conditioning_images/3a8a2d38d8e3d16b2ca9dff94be6e9ed.png", "image": "images/3a8a2d38d8e3d16b2ca9dff94be6e9ed.jpg", "text": "A woman wearing a cotton top and leather bottom"}
+{"conditioning_image": "conditioning_images/3ae36909e5aa4ad018b2601797debf94.png", "image": "images/3ae36909e5aa4ad018b2601797debf94.jpg", "text": "A woman wears a mesh dress"}
+{"conditioning_image": "conditioning_images/3b9cc0d697af512490a7bf58883f9a20.png", "image": "images/3b9cc0d697af512490a7bf58883f9a20.jpg", "text": "A woman wears a cotton dress"}
+{"conditioning_image": "conditioning_images/3d210e0f2b3843e00248c42ff7e8db2e.png", "image": "images/3d210e0f2b3843e00248c42ff7e8db2e.jpg", "text": "A woman wearing a lyocell top and polyester bottom"}
+{"conditioning_image": "conditioning_images/3f18271f3f7d101e2f9a27b0b12b034b.png", "image": "images/3f18271f3f7d101e2f9a27b0b12b034b.jpg", "text": "A man wearing a cotton top and denim bottom"}
+{"conditioning_image": "conditioning_images/3f771de0d16afef53e415530105ec3d1.png", "image": "images/3f771de0d16afef53e415530105ec3d1.jpg", "text": "A woman wearing a polyester top and polyester bottom"}
+{"conditioning_image": "conditioning_images/43b780991509f28d70afa9cbbc5ea7a3.png", "image": "images/43b780991509f28d70afa9cbbc5ea7a3.jpg", "text": "A woman wears a mesh dress"}
+{"conditioning_image": "conditioning_images/45b584f600bb54980c947629322ea66f.png", "image": "images/45b584f600bb54980c947629322ea66f.jpg", "text": "A woman wears a lace dress"}
+{"conditioning_image": "conditioning_images/47a6e8d14d0e8c92f3759036b8541cf9.png", "image": "images/47a6e8d14d0e8c92f3759036b8541cf9.jpg", "text": "A woman wears a mesh dress"}
+{"conditioning_image": "conditioning_images/51ac2655f437e006705567521d159ddd.png", "image": "images/51ac2655f437e006705567521d159ddd.jpg", "text": "A woman wears a polyester dress"}
+{"conditioning_image": "conditioning_images/51c2e1d3765b48227cc474513f6efc59.png", "image": "images/51c2e1d3765b48227cc474513f6efc59.jpg", "text": "A woman wears a mesh dress"}
+{"conditioning_image": "conditioning_images/52d1bc8d28804844ee349e3605cd0eb6.png", "image": "images/52d1bc8d28804844ee349e3605cd0eb6.jpg", "text": "A woman wears a cotton dress"}
+{"conditioning_image": "conditioning_images/66fe67538a5675cf82fc8d21a0fa4842.png", "image": "images/66fe67538a5675cf82fc8d21a0fa4842.jpg", "text": "A woman wearing a polyester top and triacetate bottom"}
+{"conditioning_image": "conditioning_images/73d2b7e13c0b34f9d0572b57ea56be63.png", "image": "images/73d2b7e13c0b34f9d0572b57ea56be63.jpg", "text": "A woman wearing a polyester top and denim bottom"}
+{"conditioning_image": "conditioning_images/74a6d023e5adfb465f186250a916dc84.png", "image": "images/74a6d023e5adfb465f186250a916dc84.jpg", "text": "A woman wearing a silk dress"}
+{"conditioning_image": "conditioning_images/77ab6c285ed02a0c8badb9d52755163f.png", "image": "images/77ab6c285ed02a0c8badb9d52755163f.jpg", "text": "A woman wearing a suede dress"}
+{"conditioning_image": "conditioning_images/88a0031f5015673edf2604daaf45f1f8.png", "image": "images/88a0031f5015673edf2604daaf45f1f8.jpg", "text": "A woman wearing a polyester dress"}

train.py

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+import pandas as pd
+from huggingface_hub import hf_hub_url
+import datasets
+import os
+
+_VERSION = datasets.Version("0.0.2")
+
+_DESCRIPTION = "TODO"
+_HOMEPAGE = "TODO"
+_LICENSE = "TODO"
+_CITATION = "TODO"
+
+_FEATURES = datasets.Features(
+    {
+        "image": datasets.Image(),
+        "conditioning_image": datasets.Image(),
+        "text": datasets.Value("string"),
+    },
+)
+
+# METADATA_URL = hf_hub_url(
+#     "fusing/fill50k",
+#     filename="train.jsonl",
+#     repo_type="dataset",
+# )
+#
+# IMAGES_URL = hf_hub_url(
+#     "fusing/fill50k",
+#     filename="images.zip",
+#     repo_type="dataset",
+# )
+#
+# CONDITIONING_IMAGES_URL = hf_hub_url(
+#     "fusing/fill50k",
+#     filename="conditioning_images.zip",
+#     repo_type="dataset",
+# )
+
+_DEFAULT_CONFIG = datasets.BuilderConfig(name="default", version=_VERSION)
+
+
+class CLOTH(datasets.GeneratorBasedBuilder):
+    BUILDER_CONFIGS = [_DEFAULT_CONFIG]
+    DEFAULT_CONFIG_NAME = "default"
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=_FEATURES,
+            supervised_keys=None,
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        def _split_generators(self, dl_manager):
+            metadata_path = "metadata.jsonl"
+            images_dir = "images"
+            conditioning_images_dir = "conditioning_images"
+
+            return [
+                datasets.SplitGenerator(
+                    name=datasets.Split.TRAIN,
+                    # These kwargs will be passed to _generate_examples
+                    gen_kwargs={
+                        "metadata_path": metadata_path,
+                        "images_dir": images_dir,
+                        "conditioning_images_dir": conditioning_images_dir,
+                    },
+                ),
+            ]
+
+    def _generate_examples(self, metadata_path, images_dir, conditioning_images_dir):
+        metadata = pd.read_json(metadata_path, lines=True)
+
+        for _, row in metadata.iterrows():
+            text = row["text"]
+
+            image_path = row["image"]
+            image_path = os.path.join(images_dir, image_path)
+            image = open(image_path, "rb").read()
+
+            conditioning_image_path = row["conditioning_image"]
+            conditioning_image_path = os.path.join(
+                conditioning_images_dir, row["conditioning_image"]
+            )
+            conditioning_image = open(conditioning_image_path, "rb").read()
+
+            yield row["image"], {
+                "text": text,
+                "image": {
+                    "path": image_path,
+                    "bytes": image,
+                },
+                "conditioning_image": {
+                    "path": conditioning_image_path,
+                    "bytes": conditioning_image,
+                },
+            }

色表.txt

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+{'flax_tops': (244, 180, 14), 'contton_bottoms': (220, 2, 34), 'cotton_tops': (144, 82, 83), 'cowboy_bottoms': (61, 217, 165), 'mesh_dresses': (37, 125, 177), 'nylon_dresses': (150, 101, 112), 'silk_dresses': (195, 134, 196), 'Polyester_brazing_tops': (239, 87, 157), 'triacetate_tops': (66, 66, 195), 'polyester_brazing_bottoms': (136, 152, 253), 'polyester_brazing_tops': (121, 20, 169), 'triacetate_dresses': (3, 199, 135), 'leather_bottoms': (234, 21, 166), 'sill_dresses': (33, 234, 15), 'contton_dresses': (95, 63, 50), 'Lyocell_fibers_tops': (63, 30, 91), 'lace_dresses': (116, 172, 181), 'polyester_brazing_dresses': (78, 237, 5), 'triacetate_bottoms': (123, 237, 129), 'tiger_velvet_dresses': (36, 213, 137)}