updata

data.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77bb1caeb20268da846e6501f1cda2defeee5d01266050d191546faba1dde0fd
+size 642689

eyesdiffusion.py

@@ -0,0 +1,122 @@
+# Copyright 2023 sans
+"""Loading script for eyes."""
+
+import re
+import numpy as np
+import pandas as pd
+
+from json import load, dump
+from os.path import join, basename
+from huggingface_hub import hf_hub_url
+
+import datasets
+
+# You can copy an official description
+_DESCRIPTION = """
+Teyvat is the first small-scale text-to-image prompt dataset for eye. 
+"""
+
+_LICENSE = "CC0 1.0"
+_VERSION = datasets.Version("0.0.1")
+
+# The HuggingFace dataset library don't host the datasets but only point to the
+
+_URLS = {"data" :hf_hub_url(
+                repo_id = "sanshanya/eyesdiffusion",
+                filename = "data.zip",
+                repo_type = "dataset",
+            ),
+        "metadata" :hf_hub_url(
+                repo_id = "sanshanya/eyesdiffusion",
+                filename = "metadata.jsonl",
+                repo_type = "dataset",
+            )
+        }
+
+
+class Teyvat(datasets.GeneratorBasedBuilder):
+    """111111"""
+
+
+    def _info(self):
+        """Specify the information of ."""
+
+
+        features = datasets.Features(
+            {
+                "image": datasets.Image(),
+                "text": datasets.Value("string"),
+            },
+        )
+
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=features,
+            supervised_keys=None,
+            license=_LICENSE,
+            version=_VERSION
+        )
+
+    def _split_generators(self, dl_manager):
+        # If several configurations are possible (listed in BUILDER_CONFIGS),
+        # the configuration selected by the user is in self.config.name
+
+        # dl_manager is a datasets.download.DownloadManager that can be used to
+        # download and extract URLS It can accept any type or nested list/dict
+        # and will give back the same structure with the url replaced with path
+        # to local files. By default the archives will be extracted and a path
+        # to a cached folder where they are extracted is returned instead of the
+        # archive
+
+
+        # Resolve the urls
+    
+        urls = _URLS
+
+        # Also download the data
+        data_path = dl_manager.download_and_extract(urls["data"])
+        meta_data_path = dl_manager.download(urls["metadata"])
+        
+        # data = load(open(meta_data_path, "r", encoding="utf8"))
+        # for image in data:
+        #     image_path = "data/" + image["file_name"]
+        #     image_path = hf_hub_url(
+        #         "datasets/Fazzie/Teyvat",
+        #         filename=image_path,
+        #     ),
+        #     dl_manager.download(image_path)
+
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                # These kwargs will be passed to _generate_examples
+                gen_kwargs={
+                    "data_path": data_path,
+                    "meta_data_path": meta_data_path
+                },
+            ),
+        ]
+
+    def _generate_examples(self, data_path, meta_data_path):
+        # This method handles input defined in _split_generators to yield
+        # (key, example) tuples from the dataset.
+        # The `key` is for legacy reasons (tfds) and is not important in itself,
+        # but must be unique for each example.
+
+        # Load the metadata parquet file if the config is text_only
+        print("Loading metadata...", meta_data_path)
+        data = load(open(meta_data_path, "r", encoding="utf8"))
+
+        for image in data:
+            image_path = join(data_path, "data", image["file_name"])
+            text = image["text"]
+
+
+      
+            yield image_path, {
+                "image": {
+                    "path": image_path,
+                    "bytes": open(image_path, "rb").read(),
+                },
+                "text": text,
+            }

metadata.jsonl

@@ -1,50 +1,50 @@
-{"image": "10005-L.jpg", "text": "左眼，眼底像模糊，眼底可见处未见明显异常"}
-{"image": "10005-R.jpg", "text": "右眼，眼底像模糊，眼底可见处未见明显异常"}
-{"image": "10006-L.jpg", "text": "左眼，眼底像模糊，眼底可见处未见明显异常"}
-{"image": "10007-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10007-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10012-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10013-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10013-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10014-L.jpg", "text": "左眼，杯盘比大"}
-{"image": "10014-R.jpg", "text": "右眼，杯盘比大"}
-{"image": "10015-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10015-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10016-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10016-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10017-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10017-R.jpg", "text": "右眼，颞下限局神经纤维层缺损"}
-{"image": "10018-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10018-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10020-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10021-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10021-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10022-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10022-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10023-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10023-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10024-R.jpg", "text": "右眼，眼底像模糊，眼底可见处未见明显异常"}
-{"image": "10025-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10025-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10026-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10026-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10027-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10027-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10030-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10030-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10032-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10032-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10033-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10033-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10034-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10034-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10035-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10035-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10036-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10037-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10037-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10038-L.jpg", "text": "左眼，豹纹状眼底，可见萎缩弧"}
-{"image": "10038-R.jpg", "text": "右眼，豹纹状眼底，可见萎缩弧"}
-{"image": "10040-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
-{"image": "10040-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
-{"image": "10041-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10005-L.jpg", "text": "左眼，眼底像模糊，眼底可见处未见明显异常"}
+{"file_name": "10005-R.jpg", "text": "右眼，眼底像模糊，眼底可见处未见明显异常"}
+{"file_name": "10006-L.jpg", "text": "左眼，眼底像模糊，眼底可见处未见明显异常"}
+{"file_name": "10007-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10007-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10012-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10013-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10013-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10014-L.jpg", "text": "左眼，杯盘比大"}
+{"file_name": "10014-R.jpg", "text": "右眼，杯盘比大"}
+{"file_name": "10015-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10015-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10016-L.jpg", "text": "左眼，眼���可见处未见明显异常"}
+{"file_name": "10016-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10017-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10017-R.jpg", "text": "右眼，颞下限局神经纤维层缺损"}
+{"file_name": "10018-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10018-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10020-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10021-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10021-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10022-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10022-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10023-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10023-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10024-R.jpg", "text": "右眼，眼底像模糊，眼底可见处未见明显异常"}
+{"file_name": "10025-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10025-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10026-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10026-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10027-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10027-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10030-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10030-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10032-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10032-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10033-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10033-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10034-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10034-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10035-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10035-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10036-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10037-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10037-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10038-L.jpg", "text": "左眼，豹纹状眼底，可见萎缩弧"}
+{"file_name": "10038-R.jpg", "text": "右眼，豹纹状眼底，可见萎缩弧"}
+{"file_name": "10040-L.jpg", "text": "左眼，眼底可见处未见明显异常"}
+{"file_name": "10040-R.jpg", "text": "右眼，眼底可见处未见明显异常"}
+{"file_name": "10041-L.jpg", "text": "左眼，眼底可见处未见明显异常"}