Update

app.py

@@ -5,6 +5,7 @@ from __future__ import annotations
 import os
 
 import gradio as gr
+import pandas as pd
 from apscheduler.schedulers.background import BackgroundScheduler
 from huggingface_hub import HfApi
 
@@ -13,16 +14,114 @@ from demo_list import DemoList
 INTERVAL_MIN = int(os.getenv('INTERVAL_MIN', '10'))
 
 demo_list = DemoList()
-api = HfApi()
 
+api = HfApi()
 scheduler = BackgroundScheduler()
 scheduler.add_job(func=lambda: api.restart_space(os.getenv('SPACE_ID')),
                   trigger='interval',
                   seconds=60 * INTERVAL_MIN)
 scheduler.start()
 
+STATUS_CHOICES = [
+    'RUNNING',
+    'PAUSED',
+    'STOPPED',
+    'RUNTIME_ERROR',
+    'BUILD_ERROR',
+    'BUILDING',
+]
+HARDWARE_CHOICES = [
+    'cpu-basic',
+    'cpu-upgrade',
+    't4-small',
+    't4-medium',
+    'zero-a10g',
+    'a10g-small',
+    'a10g-large',
+    'a100-large',
+]
+SDK_CHOICES = [
+    'gradio',
+    'streamlit',
+    'docker',
+]
+
+
+def update_df(status: list[str], hardware: list[str],
+              sdk: list[str]) -> pd.DataFrame:
+    df_raw = demo_list.df_raw
+    df = demo_list.df
+    return df[(df_raw.status.isin(status)) & (df_raw.hardware.isin(hardware)) &
+              (df_raw.sdk.isin(sdk))]
+
+
+def update_status_checkboxes(choices: list[str]) -> list[str]:
+    if '(ALL)' in choices:
+        return STATUS_CHOICES
+    elif '(NONE)' in choices:
+        return []
+    else:
+        return choices
+
+
+def update_hardware_checkboxes(choices: list[str]) -> list[str]:
+    if '(ALL)' in choices:
+        return HARDWARE_CHOICES
+    elif '(NONE)' in choices:
+        return []
+    else:
+        return choices
+
+
+def update_sdk_checkboxes(choices: list[str]) -> list[str]:
+    if '(ALL)' in choices:
+        return SDK_CHOICES
+    elif '(NONE)' in choices:
+        return []
+    else:
+        return choices
+
+
 with gr.Blocks(css='style.css') as demo:
+    with gr.Accordion(label='Filter', open=False):
+        status = gr.CheckboxGroup(label='Status',
+                                  choices=STATUS_CHOICES + ['(ALL)', '(NONE)'],
+                                  value=STATUS_CHOICES,
+                                  type='value')
+        hardware = gr.CheckboxGroup(label='Hardware',
+                                    choices=HARDWARE_CHOICES +
+                                    ['(ALL)', '(NONE)'],
+                                    value=HARDWARE_CHOICES,
+                                    type='value')
+        sdk = gr.CheckboxGroup(label='SDK',
+                               choices=SDK_CHOICES + ['(ALL)', '(NONE)'],
+                               value=SDK_CHOICES,
+                               type='value')
+        apply_button = gr.Button('Apply')
     df = gr.Dataframe(value=demo_list.df,
                       datatype=demo_list.column_datatype,
                       type='pandas')
+
+    status.change(fn=update_status_checkboxes,
+                  inputs=status,
+                  outputs=status,
+                  queue=False,
+                  show_progress=False,
+                  api_name=False)
+    hardware.change(fn=update_hardware_checkboxes,
+                    inputs=hardware,
+                    outputs=hardware,
+                    queue=False,
+                    show_progress=False,
+                    api_name=False)
+    sdk.change(fn=update_sdk_checkboxes,
+               inputs=sdk,
+               outputs=sdk,
+               queue=False,
+               show_progress=False,
+               api_name=False)
+    apply_button.click(fn=update_df,
+                       inputs=[status, hardware, sdk],
+                       outputs=df,
+                       api_name=False)
 demo.queue(api_open=False).launch()

demo_list.py

@@ -1,4 +1,3 @@
-import copy
 import datetime
 import operator
 import pathlib
@@ -29,70 +28,62 @@ class DemoList:
 
     def __init__(self):
         self.api = HfApi()
-        self.data = self.load_data()
-        self.df = self.to_df()
+        self._raw_data = self.load_data()
+        self.df_raw = pd.DataFrame(self._raw_data)
+        self.df = self.prettify_df()
 
-    def update_data(self) -> None:
-        self.data = self.load_data()
-        self.df = self.to_df()
+    @property
+    def column_names(self):
+        return list(map(operator.itemgetter(0), self.COLUMN_INFO))
+
+    @property
+    def column_datatype(self):
+        return list(map(operator.itemgetter(1), self.COLUMN_INFO))
+
+    @staticmethod
+    def get_space_id(url: str) -> str:
+        return '/'.join(url.split('/')[-2:])
 
-    def load_data(self) -> dict:
+    def load_data(self) -> list[dict]:
         with open(repo_dir / 'list.yaml') as f:
             data = yaml.safe_load(f)
+        res = []
         for url in tqdm.auto.tqdm(list(data)):
             space_id = self.get_space_id(url)
             space_info = self.api.space_info(repo_id=space_id)
             card = space_info.cardData
             info = data[url]
+            for tag in ['arxiv', 'github', 'tags']:
+                if tag not in info:
+                    info[tag] = []
+            info['url'] = url
             info['title'] = card['title']
-            info['sdk'] = self.to_div(card['sdk'], category_name='sdk')
+            info['sdk'] = card['sdk']
             info['sdk_version'] = card.get('sdk_version', '')
             info['likes'] = space_info.likes
-            last_modified = datetime.datetime.strptime(
-                space_info.lastModified, '%Y-%m-%dT%H:%M:%S.000Z')
-            info['last_modified'] = last_modified.strftime('%Y/%m/%d %H:%M:%S')
-            created = datetime.datetime.strptime(info['created'],
-                                                 '%Y-%m-%d-%H-%M-%S')
-            info['created'] = created.strftime('%Y/%m/%d %H:%M:%S')
-            info['status'] = self.to_div(space_info.runtime['stage'],
-                                         category_name='status')
-            info['suggested_hardware'] = self.to_div(card.get(
-                'suggested_hardware', ''),
-                                                     category_name='hardware')
-            info['hardware'] = self.to_div(
-                space_info.runtime['hardware']['current'],
-                category_name='hardware')
-        return data
-
-    @staticmethod
-    def get_space_id(url: str) -> str:
-        return '/'.join(url.split('/')[-2:])
-
-    @staticmethod
-    def create_link(text: str, url: str) -> str:
-        return f'<a href={url} target="_blank">{text}</a>'
-
-    def get_arxiv_link(self, url: str) -> str:
-        links = sorted(self.data[url].get('arxiv', []))
+            info['last_modified'] = space_info.lastModified
+            info['status'] = space_info.runtime['stage']
+            info['suggested_hardware'] = card.get('suggested_hardware', '')
+            info['hardware'] = space_info.runtime['hardware']['current']
+            if info['hardware'] is None:
+                info['hardware'] = space_info.runtime['hardware']['requested']
+            res.append(info)
+        return res
+
+    def get_arxiv_link(self, links: list[str]) -> str:
         links = [self.create_link(link.split('/')[-1], link) for link in links]
         return '\n'.join(links)
 
-    def get_github_link(self, url: str) -> str:
-        links = sorted(self.data[url].get('github', []))
+    def get_github_link(self, links: list[str]) -> str:
         links = [self.create_link('github', link) for link in links]
         return '\n'.join(links)
 
-    def get_tag_list(self, url: str) -> str:
-        tags = sorted(self.data[url].get('tags', []))
+    def get_tag_list(self, tags: list[str]) -> str:
         return ', '.join(tags)
 
-    @property
-    def column_names(self):
-        return list(map(operator.itemgetter(0), self.COLUMN_INFO))
-
-    @property
-    def column_datatype(self):
-        return list(map(operator.itemgetter(1), self.COLUMN_INFO))
+    @staticmethod
+    def create_link(text: str, url: str) -> str:
+        return f'<a href={url} target="_blank">{text}</a>'
 
     def to_div(self, text: str | None, category_name: str) -> str:
         if text is None:
@@ -100,13 +91,40 @@ class DemoList:
         class_name = f'{category_name}-{text.lower()}'
         return f'<div class="{class_name}">{text}</div>'
 
-    def to_df(self) -> pd.DataFrame:
-        data = copy.deepcopy(self.data)
-        for url in list(data):
-            info = data[url]
-            info['title'] = self.create_link(info['title'], url)
-            info['arxiv'] = self.get_arxiv_link(url)
-            info['github'] = self.get_github_link(url)
-            info['tags'] = self.get_tag_list(url)
-        df = pd.DataFrame(data).T.loc[:, self.column_names]
+    @staticmethod
+    def format_timestamp(timestamp: str) -> str:
+        s = datetime.datetime.strptime(timestamp, '%Y-%m-%dT%H:%M:%S.000Z')
+        return s.strftime('%Y/%m/%d %H:%M:%S')
+
+    def prettify_df(self) -> pd.DataFrame:
+        new_rows = []
+        for _, row in self.df_raw.copy().iterrows():
+            new_row = {
+                'status':
+                self.to_div(row.status, 'status'),
+                'hardware':
+                self.to_div(row.hardware, 'hardware'),
+                'suggested_hardware':
+                self.to_div(row.suggested_hardware, 'hardware'),
+                'title':
+                self.create_link(row.title, row.url),
+                'arxiv':
+                self.get_arxiv_link(row.arxiv),
+                'github':
+                self.get_github_link(row.github),
+                'likes':
+                row.likes,
+                'tags':
+                self.get_tag_list(row.tags),
+                'last_modified':
+                self.format_timestamp(row.last_modified),
+                'created':
+                self.format_timestamp(row.created),
+                'sdk':
+                self.to_div(row.sdk, 'sdk'),
+                'sdk_version':
+                row.sdk_version,
+            }
+            new_rows.append(new_row)
+        df = pd.DataFrame(new_rows).loc[:, self.column_names]
         return df

list.yaml

@@ -1,7 +1,7 @@
 https://huggingface.co/spaces/hysts/SD-XL:
   arxiv:
     - https://arxiv.org/abs/2307.01952
-  created: 2023-07-27-05-10-31
+  created: "2023-07-27T05:10:31.000Z"
   github:
     - https://github.com/stability-ai/generative-models
   tags:
@@ -10,7 +10,7 @@ https://huggingface.co/spaces/hysts/SD-XL:
 https://huggingface.co/spaces/huggingface-projects/llama-2-7b-chat:
   arxiv:
     - https://arxiv.org/abs/2307.09288
-  created: 2023-07-19-03-33-27
+  created: "2023-07-19T03:33:27.000Z"
   github:
     - https://github.com/facebookresearch/llama
   tags:
@@ -18,28 +18,28 @@ https://huggingface.co/spaces/huggingface-projects/llama-2-7b-chat:
     - LLM
     - Llama 2
 https://huggingface.co/spaces/hysts/Kandinsky-2-1:
-  created: 2023-07-14-12-34-56
+  created: "2023-07-14T12:34:56.000Z"
   tags:
     - diffusion model
     - text to image
 https://huggingface.co/spaces/hysts/Kandinsky-2-2:
-  created: 2023-07-14-09-48-26
+  created: "2023-07-14T09:48:26.000Z"
   tags:
     - diffusion model
     - text to image
 https://huggingface.co/spaces/hysts/zeroscope-v2:
-  created: 2023-06-27-02-57-53
+  created: "2023-06-27T02:57:53.000Z"
   tags:
     - diffusion model
     - text to video
 https://huggingface.co/spaces/ICML2023/ICML2023_papers:
-  created: 2023-06-15-17-16-16
+  created: "2023-06-15T17:16:16.000Z"
   tags:
     - list of papers
 https://huggingface.co/spaces/hysts/Shap-E:
   arxiv:
     - https://arxiv.org/abs/2305.02463
-  created: 2023-05-05-07-40-18
+  created: "2023-05-05T07:40:18.000Z"
   github:
     - https://github.com/openai/shap-e
   tags:
@@ -49,7 +49,7 @@ https://huggingface.co/spaces/hysts/Shap-E:
 https://huggingface.co/spaces/hysts/ControlNet-v1-1:
   arxiv:
     - https://arxiv.org/abs/2302.05543
-  created: 2023-04-15-01-26-54
+  created: "2023-04-15T01:26:54.000Z"
   github:
     - https://github.com/lllyasviel/ControlNet
     - https://github.com/lllyasviel/ControlNet-v1-1-nightly
@@ -58,7 +58,7 @@ https://huggingface.co/spaces/hysts/ControlNet-v1-1:
     - text2image
     - image2image
 https://huggingface.co/spaces/DeepFloyd/IF:
-  created: 2023-03-30-01-36-56
+  created: "2023-03-30T01:36:56.000Z"
   github:
     - https://github.com/deep-floyd/IF
   tags:
@@ -67,7 +67,7 @@ https://huggingface.co/spaces/DeepFloyd/IF:
 https://huggingface.co/spaces/damo-vilab/modelscope-text-to-video-synthesis:
   arxiv:
     - https://arxiv.org/abs/2303.08320
-  created: 2023-03-19-04-30-43
+  created: "2023-03-19T04:30:43.000Z"
   github:
     - https://github.com/modelscope/modelscope
   tags:
@@ -76,7 +76,7 @@ https://huggingface.co/spaces/damo-vilab/modelscope-text-to-video-synthesis:
 https://huggingface.co/spaces/thu-ml/unidiffuser:
   arxiv:
     - https://arxiv.org/abs/2303.06555
-  created: 2023-03-14-05-06-57
+  created: "2023-03-14T05:06:57.000Z"
   github:
     - https://github.com/thu-ml/unidiffuser
   tags:
@@ -87,14 +87,14 @@ https://huggingface.co/spaces/thu-ml/unidiffuser:
 https://huggingface.co/spaces/ELITE-library/ELITE:
   arxiv:
     - https://arxiv.org/abs/2302.13848
-  created: 2023-03-09-03-28-49
+  created: "2023-03-09T03:28:49.000Z"
   github:
     - https://github.com/csyxwei/ELITE
   tags:
     - diffusion model
     - text2image
 https://huggingface.co/spaces/hysts/cv_diffusion_text-to-image-synthesis_tiny:
-  created: 2023-03-08-05-44-53
+  created: "2023-03-08T05:44:53.000Z"
   tags:
     - diffusion model
     - text2image
@@ -102,7 +102,7 @@ https://huggingface.co/spaces/hysts/DDNM-HQ:
   arxiv:
     - https://arxiv.org/abs/2303.00354
     - https://arxiv.org/abs/2212.00490
-  created: 2023-03-02-03-35-13
+  created: "2023-03-02T03:35:13.000Z"
   github:
     - https://github.com/wyhuai/DDNM/tree/main/hq_demo
   tags:
@@ -111,7 +111,7 @@ https://huggingface.co/spaces/hysts/DDNM-HQ:
 https://huggingface.co/spaces/hysts/ControlNet-with-Anything-v4:
   arxiv:
     - https://arxiv.org/abs/2302.05543
-  created: 2023-02-16-05-05-27
+  created: "2023-02-16T05:05:27.000Z"
   github:
     - https://github.com/lllyasviel/ControlNet
   tags:
@@ -121,7 +121,7 @@ https://huggingface.co/spaces/hysts/ControlNet-with-Anything-v4:
 https://huggingface.co/spaces/hysts/ControlNet:
   arxiv:
     - https://arxiv.org/abs/2302.05543
-  created: 2023-02-14-01-03-00
+  created: "2023-02-14T01:03:00.000Z"
   github:
     - https://github.com/lllyasviel/ControlNet
   tags:
@@ -131,7 +131,7 @@ https://huggingface.co/spaces/hysts/ControlNet:
 https://huggingface.co/spaces/hysts/PnP-diffusion-features:
   arxiv:
     - https://arxiv.org/abs/2211.12572
-  created: 2023-02-13-06-20-32
+  created: "2023-02-13T06:20:32.000Z"
   github:
     - https://github.com/MichalGeyer/plug-and-play
   tags:
@@ -140,7 +140,7 @@ https://huggingface.co/spaces/hysts/PnP-diffusion-features:
 https://huggingface.co/spaces/hysts/BLIP2-with-transformers:
   arxiv:
     - https://arxiv.org/abs/2301.12597
-  created: 2023-02-10-09-45-07
+  created: "2023-02-10T09:45:07.000Z"
   github:
     - https://github.com/salesforce/LAVIS/tree/main/projects/blip2
   tags:
@@ -149,7 +149,7 @@ https://huggingface.co/spaces/hysts/BLIP2-with-transformers:
 https://huggingface.co/spaces/Tune-A-Video-library/Tune-A-Video-inference:
   arxiv:
     - https://arxiv.org/abs/2212.11565
-  created: 2023-02-09-02-39-44
+  created: "2023-02-09T02:39:44.000Z"
   github:
     - https://github.com/showlab/Tune-A-Video
   tags:
@@ -159,7 +159,7 @@ https://huggingface.co/spaces/Tune-A-Video-library/Tune-A-Video-inference:
 https://huggingface.co/spaces/TEXTurePaper/TEXTure:
   arxiv:
     - https://arxiv.org/abs/2302.01721
-  created: 2023-02-06-09-16-46
+  created: "2023-02-06T09:16:46.000Z"
   github:
     - https://github.com/TEXTurePaper/TEXTurePaper
   tags:
@@ -170,7 +170,7 @@ https://huggingface.co/spaces/TEXTurePaper/TEXTure:
 https://huggingface.co/spaces/AttendAndExcite/Attend-and-Excite:
   arxiv:
     - https://arxiv.org/abs/2301.13826
-  created: 2023-02-01-06-18-56
+  created: "2023-02-01T06:18:56.000Z"
   github:
     - https://github.com/AttendAndExcite/Attend-and-Excite
   tags:
@@ -179,7 +179,7 @@ https://huggingface.co/spaces/AttendAndExcite/Attend-and-Excite:
 https://huggingface.co/spaces/Tune-A-Video-library/Tune-A-Video-Training-UI:
   arxiv:
     - https://arxiv.org/abs/2212.11565
-  created: 2023-01-30-08-10-09
+  created: "2023-01-30T08:10:09.000Z"
   github:
     - https://github.com/showlab/Tune-A-Video
   tags:
@@ -189,7 +189,7 @@ https://huggingface.co/spaces/Tune-A-Video-library/Tune-A-Video-Training-UI:
 https://huggingface.co/spaces/facebook/CutLER:
   arxiv:
     - https://arxiv.org/abs/2301.11320
-  created: 2023-01-28-11-11-22
+  created: "2023-01-28T11:11:22.000Z"
   github:
     - https://github.com/facebookresearch/CutLER
   tags:
@@ -199,7 +199,7 @@ https://huggingface.co/spaces/facebook/CutLER:
 https://huggingface.co/spaces/facebook/MaskCut:
   arxiv:
     - https://arxiv.org/abs/2301.11320
-  created: 2023-01-28-04-37-53
+  created: "2023-01-28T04:37:53.000Z"
   github:
     - https://github.com/facebookresearch/CutLER
   tags:
@@ -207,7 +207,7 @@ https://huggingface.co/spaces/facebook/MaskCut:
     - segmentation
     - unsupervised
 https://huggingface.co/spaces/lora-library/LoRA-DreamBooth-Training-UI:
-  created: 2023-01-20-05-11-08
+  created: "2023-01-20T05:11:08.000Z"
   github:
     - https://github.com/huggingface/diffusers/tree/main/examples/dreambooth
   tags:
@@ -216,7 +216,7 @@ https://huggingface.co/spaces/lora-library/LoRA-DreamBooth-Training-UI:
     - diffusion model
     - text2image
 https://huggingface.co/spaces/hysts/LoRA-SD-training:
-  created: 2022-12-11-07-01-37
+  created: "2022-12-11T07:01:37.000Z"
   github:
     - https://github.com/cloneofsimo/lora
   tags:
@@ -227,14 +227,14 @@ https://huggingface.co/spaces/hysts/LoRA-SD-training:
 https://huggingface.co/spaces/hysts/multiresolution-textual-inversion:
   arxiv:
     - https://arxiv.org/abs/2211.17115
-  created: 2022-12-03-09-13-05
+  created: "2022-12-03T09:13:05.000Z"
   github:
     - https://github.com/giannisdaras/multires_textual_inversion
   tags:
     - diffusion model
     - text2image
 https://huggingface.co/spaces/hysts/diffusers-anime-faces:
-  created: 2022-08-12-10-03-37
+  created: "2022-08-12T10:03:37.000Z"
   tags:
     - diffusion model
     - anime
@@ -243,39 +243,39 @@ https://huggingface.co/spaces/hysts/diffusers-anime-faces:
 https://huggingface.co/spaces/THUDM/CogVideo:
   arxiv:
     - https://arxiv.org/abs/2205.15868
-  created: 2022-07-18-09-06-22
+  created: "2022-07-18T09:06:22.000Z"
   github:
     - https://github.com/THUDM/CogVideo
   tags:
     - text2video
 https://huggingface.co/spaces/hysts/AnimeGANv3_PortraitSketch:
-  created: 2022-07-13-17-51-20
+  created: "2022-07-13T17:51:20.000Z"
   github:
     - https://github.com/TachibanaYoshino/AnimeGANv3
   tags:
     - sketch
 https://huggingface.co/spaces/hysts/ICML2022_papers:
-  created: 2022-07-13-11-47-41
+  created: "2022-07-13T11:47:41.000Z"
   tags:
     - list of papers
 https://huggingface.co/spaces/hysts/CVPR2022_papers:
-  created: 2022-07-11-12-16-32
+  created: "2022-07-11T12:16:32.000Z"
   tags:
     - list of papers
 https://huggingface.co/spaces/NAACL2022/papers:
-  created: 2022-07-10-21-40-05
+  created: "2022-07-10T21:40:05.000Z"
   tags:
     - list of papers
 https://huggingface.co/spaces/THUDM/CogView2:
   arxiv:
     - https://arxiv.org/abs/2204.14217
-  created: 2022-06-20-16-06-52
+  created: "2022-06-20T16:06:52.000Z"
   github:
     - https://github.com/THUDM/CogView2
   tags:
     - text2image
 https://huggingface.co/spaces/hysts/MangaLineExtraction_PyTorch:
-  created: 2022-06-10-23-12-02
+  created: "2022-06-10T23:12:02.000Z"
   github:
     - https://github.com/ljsabc/MangaLineExtraction_PyTorch
   tags:
@@ -285,7 +285,7 @@ https://huggingface.co/spaces/hysts/MangaLineExtraction_PyTorch:
 https://huggingface.co/spaces/hysts/ViTPose_video:
   arxiv:
     - https://arxiv.org/abs/2204.12484
-  created: 2022-06-08-10-38-50
+  created: "2022-06-08T10:38:50.000Z"
   github:
     - https://github.com/ViTAE-Transformer/ViTPose
   tags:
@@ -293,7 +293,7 @@ https://huggingface.co/spaces/hysts/ViTPose_video:
 https://huggingface.co/spaces/hysts/Text2Human:
   arxiv:
     - https://arxiv.org/abs/2205.15996
-  created: 2022-06-04-08-12-18
+  created: "2022-06-04T08:12:18.000Z"
   github:
     - https://github.com/yumingj/Text2Human
   tags:
@@ -301,7 +301,7 @@ https://huggingface.co/spaces/hysts/Text2Human:
 https://huggingface.co/spaces/Gradio-Blocks/ViTPose:
   arxiv:
     - https://arxiv.org/abs/2204.12484
-  created: 2022-05-29-06-25-28
+  created: "2022-05-29T06:25:28.000Z"
   github:
     - https://github.com/ViTAE-Transformer/ViTPose
   tags:
@@ -309,13 +309,13 @@ https://huggingface.co/spaces/Gradio-Blocks/ViTPose:
 https://huggingface.co/spaces/Gradio-Blocks/CBNetV2:
   arxiv:
     - http://arxiv.org/abs/2107.00420
-  created: 2022-05-29-03-51-21
+  created: "2022-05-29T03:51:21.000Z"
   github:
     - https://github.com/VDIGPKU/CBNetV2
   tags:
     - image classification
 https://huggingface.co/spaces/hysts/mmdetection:
-  created: 2022-05-29-02-11-52
+  created: "2022-05-29T02:11:52.000Z"
   github:
     - https://github.com/open-mmlab/mmdetection
   tags:
@@ -326,7 +326,7 @@ https://huggingface.co/spaces/hysts/mmdetection:
 https://huggingface.co/spaces/Gradio-Blocks/HairCLIP:
   arxiv:
     - https://arxiv.org/abs/2112.05142
-  created: 2022-05-26-21-38-44
+  created: "2022-05-26T21:38:44.000Z"
   github:
     - https://github.com/wty-ustc/HairCLIP
   tags:
@@ -336,7 +336,7 @@ https://huggingface.co/spaces/Gradio-Blocks/HairCLIP:
 https://huggingface.co/spaces/Gradio-Blocks/DualStyleGAN:
   arxiv:
     - https://arxiv.org/abs/2203.13248
-  created: 2022-05-20-22-17-37
+  created: "2022-05-20T22:17:37.000Z"
   github:
     - https://github.com/williamyang1991/DualStyleGAN
   tags:
@@ -346,7 +346,7 @@ https://huggingface.co/spaces/Gradio-Blocks/DualStyleGAN:
 https://huggingface.co/spaces/Gradio-Blocks/StyleGAN-Human:
   arxiv:
     - https://arxiv.org/abs/2204.11823
-  created: 2022-05-20-13-19-56
+  created: "2022-05-20T13:19:56.000Z"
   github:
     - https://github.com/stylegan-human/StyleGAN-Human
   tags:
@@ -354,7 +354,7 @@ https://huggingface.co/spaces/Gradio-Blocks/StyleGAN-Human:
 https://huggingface.co/spaces/hysts/StyleGAN-Human-Interpolation:
   arxiv:
     - https://arxiv.org/abs/2204.11823
-  created: 2022-04-22-09-48-26
+  created: "2022-04-22T09:48:26.000Z"
   github:
     - https://github.com/stylegan-human/StyleGAN-Human
   tags:
@@ -362,7 +362,7 @@ https://huggingface.co/spaces/hysts/StyleGAN-Human-Interpolation:
 https://huggingface.co/spaces/hysts/StyleGAN-Human:
   arxiv:
     - https://arxiv.org/abs/2204.11823
-  created: 2022-04-22-08-28-33
+  created: "2022-04-22T08:28:33.000Z"
   github:
     - https://github.com/stylegan-human/StyleGAN-Human
   tags:
@@ -370,13 +370,13 @@ https://huggingface.co/spaces/hysts/StyleGAN-Human:
 https://huggingface.co/spaces/hysts/gan-control:
   arxiv:
     - https://arxiv.org/abs/2101.02477
-  created: 2022-04-18-18-53-22
+  created: "2022-04-18T18:53:22.000Z"
   github:
     - https://github.com/amazon-research/gan-control
   tags:
     - GAN
 https://huggingface.co/spaces/hysts/Manga-OCR:
-  created: 2022-04-18-17-27-04
+  created: "2022-04-18T17:27:04.000Z"
   github:
     - https://github.com/kha-white/manga-ocr
   tags:
@@ -384,7 +384,7 @@ https://huggingface.co/spaces/hysts/Manga-OCR:
     - illustration
     - OCR
 https://huggingface.co/spaces/hysts/atksh-onnx-facial-lmk-detector:
-  created: 2022-04-18-15-59-06
+  created: "2022-04-18T15:59:06.000Z"
   github:
     - https://github.com/atksh/onnx-facial-lmk-detector
   tags:
@@ -394,7 +394,7 @@ https://huggingface.co/spaces/hysts/atksh-onnx-facial-lmk-detector:
 https://huggingface.co/spaces/hysts/Hopenet:
   arxiv:
     - https://arxiv.org/abs/1710.00925
-  created: 2022-04-15-20-03-00
+  created: "2022-04-15T20:03:00.000Z"
   github:
     - https://github.com/natanielruiz/deep-head-pose
   tags:
@@ -403,7 +403,7 @@ https://huggingface.co/spaces/hysts/Hopenet:
 https://huggingface.co/spaces/hysts/mediapipe-pose-estimation:
   arxiv:
     - https://arxiv.org/abs/2006.10204
-  created: 2022-04-15-19-57-59
+  created: "2022-04-15T19:57:59.000Z"
   github:
     - https://github.com/google/mediapipe
   tags:
@@ -412,7 +412,7 @@ https://huggingface.co/spaces/hysts/mediapipe-pose-estimation:
 https://huggingface.co/spaces/hysts/mediapipe-face-detection:
   arxiv:
     - https://arxiv.org/abs/1907.05047
-  created: 2022-04-15-19-56-19
+  created: "2022-04-15T19:56:19.000Z"
   github:
     - https://github.com/google/mediapipe
   tags:
@@ -422,7 +422,7 @@ https://huggingface.co/spaces/hysts/mediapipe-face-detection:
 https://huggingface.co/spaces/hysts/mediapipe-face-mesh:
   arxiv:
     - https://arxiv.org/abs/1907.06724
-  created: 2022-04-15-19-53-57
+  created: "2022-04-15T19:53:57.000Z"
   github:
     - https://github.com/google/mediapipe
   tags:
@@ -432,7 +432,7 @@ https://huggingface.co/spaces/hysts/mediapipe-face-mesh:
 https://huggingface.co/spaces/hysts/Anime2Sketch:
   arxiv:
     - https://arxiv.org/abs/2104.05703
-  created: 2022-04-15-16-10-50
+  created: "2022-04-15T16:10:50.000Z"
   github:
     - https://github.com/Mukosame/Anime2Sketch
   tags:
@@ -440,44 +440,44 @@ https://huggingface.co/spaces/hysts/Anime2Sketch:
     - illustration
     - sketch
 https://huggingface.co/spaces/hysts/TADNE-image-search-with-DeepDanbooru:
-  created: 2022-04-14-22-00-57
+  created: "2022-04-14T22:00:57.000Z"
   tags:
     - anime
     - illustration
     - TADNE
 https://huggingface.co/spaces/hysts/TADNE-image-selector:
-  created: 2022-04-14-18-09-44
+  created: "2022-04-14T18:09:44.000Z"
   tags:
     - anime
     - illustration
     - TADNE
 https://huggingface.co/spaces/hysts/TADNE-image-viewer:
-  created: 2022-04-14-15-06-35
+  created: "2022-04-14T15:06:35.000Z"
   tags:
     - anime
     - illustration
     - TADNE
 https://huggingface.co/spaces/hysts/TADNE-interpolation:
-  created: 2022-04-10-12-05-21
+  created: "2022-04-10T12:05:21.000Z"
   tags:
     - anime
     - illustration
     - TADNE
 https://huggingface.co/spaces/hysts/TADNE:
-  created: 2022-04-10-04-54-39
+  created: "2022-04-10T04:54:39.000Z"
   tags:
     - anime
     - illustration
     - TADNE
 https://huggingface.co/spaces/hysts/ibug-emotion_recognition:
-  created: 2022-04-09-17-20-11
+  created: "2022-04-09T17:20:11.000Z"
   github:
     - https://github.com/ibug-group/emotion_recognition
   tags:
     - face
     - emotion recognition
 https://huggingface.co/spaces/hysts/ibug-face_alignment:
-  created: 2022-04-09-17-18-40
+  created: "2022-04-09T17:18:40.000Z"
   github:
     - https://github.com/ibug-group/face_alignment
   tags:
@@ -486,7 +486,7 @@ https://huggingface.co/spaces/hysts/ibug-face_alignment:
 https://huggingface.co/spaces/hysts/ibug-fpage:
   arxiv:
     - https://arxiv.org/abs/2106.11145
-  created: 2022-04-09-16-04-16
+  created: "2022-04-09T16:04:16.000Z"
   github:
     - https://github.com/ibug-group/fpage
   tags:
@@ -495,7 +495,7 @@ https://huggingface.co/spaces/hysts/ibug-fpage:
 https://huggingface.co/spaces/hysts/ibug-face_parsing:
   arxiv:
     - https://arxiv.org/abs/2102.02717
-  created: 2022-04-09-13-09-31
+  created: "2022-04-09T13:09:31.000Z"
   github:
     - https://github.com/hhj1897/face_parsing
   tags:
@@ -503,7 +503,7 @@ https://huggingface.co/spaces/hysts/ibug-face_parsing:
     - face parsing
     - segmentation
 https://huggingface.co/spaces/hysts/ibug-face_detection:
-  created: 2022-04-09-12-26-23
+  created: "2022-04-09T12:26:23.000Z"
   github:
     - https://github.com/ibug-group/face_detection
   tags:
@@ -512,7 +512,7 @@ https://huggingface.co/spaces/hysts/ibug-face_detection:
 https://huggingface.co/spaces/hysts/insightface-SCRFD:
   arxiv:
     - https://arxiv.org/abs/2105.04714
-  created: 2022-04-06-12-07-02
+  created: "2022-04-06T12:07:02.000Z"
   github:
     - https://github.com/deepinsight/insightface/tree/master/detection/scrfd
   tags:
@@ -521,7 +521,7 @@ https://huggingface.co/spaces/hysts/insightface-SCRFD:
 https://huggingface.co/spaces/hysts/insightface-person-detection:
   arxiv:
     - https://arxiv.org/abs/2105.04714
-  created: 2022-04-06-08-39-44
+  created: "2022-04-06T08:39:44.000Z"
   github:
     - https://github.com/deepinsight/insightface/tree/master/examples/person_detection
   tags:
@@ -529,7 +529,7 @@ https://huggingface.co/spaces/hysts/insightface-person-detection:
 https://huggingface.co/spaces/hysts/CelebAMask-HQ-Face-Parsing:
   arxiv:
     - https://arxiv.org/abs/1907.11922
-  created: 2022-04-06-02-56-32
+  created: "2022-04-06T02:56:32.000Z"
   github:
     - https://github.com/switchablenorms/CelebAMask-HQ
   tags:
@@ -539,7 +539,7 @@ https://huggingface.co/spaces/hysts/CelebAMask-HQ-Face-Parsing:
 https://huggingface.co/spaces/hysts/MobileStyleGAN:
   arxiv:
     - https://arxiv.org/abs/2104.04767
-  created: 2022-04-05-09-23-01
+  created: "2022-04-05T09:23:01.000Z"
   github:
     - https://github.com/bes-dev/MobileStyleGAN.pytorch
   tags:
@@ -547,7 +547,7 @@ https://huggingface.co/spaces/hysts/MobileStyleGAN:
 https://huggingface.co/spaces/hysts/Self-Distilled-StyleGAN:
   arxiv:
     - https://arxiv.org/abs/2202.12211
-  created: 2022-04-05-02-40-27
+  created: "2022-04-05T02:40:27.000Z"
   github:
     - https://github.com/self-distilled-stylegan/self-distilled-internet-photos
   tags:
@@ -555,7 +555,7 @@ https://huggingface.co/spaces/hysts/Self-Distilled-StyleGAN:
 https://huggingface.co/spaces/hysts/StyleGAN2:
   arxiv:
     - https://arxiv.org/abs/1912.04958
-  created: 2022-04-03-19-53-52
+  created: "2022-04-03T19:53:52.000Z"
   github:
     - https://github.com/NVlabs/stylegan3
   tags:
@@ -563,7 +563,7 @@ https://huggingface.co/spaces/hysts/StyleGAN2:
 https://huggingface.co/spaces/hysts/projected_gan:
   arxiv:
     - https://arxiv.org/abs/2111.01007
-  created: 2022-04-03-17-28-35
+  created: "2022-04-03T17:28:35.000Z"
   github:
     - https://github.com/autonomousvision/projected_gan
   tags:
@@ -571,7 +571,7 @@ https://huggingface.co/spaces/hysts/projected_gan:
 https://huggingface.co/spaces/hysts/StyleGAN3:
   arxiv:
     - https://arxiv.org/abs/2106.12423
-  created: 2022-04-03-15-56-35
+  created: "2022-04-03T15:56:35.000Z"
   github:
     - https://github.com/NVlabs/stylegan3
   tags:
@@ -579,7 +579,7 @@ https://huggingface.co/spaces/hysts/StyleGAN3:
 https://huggingface.co/spaces/hysts/StyleGAN-XL:
   arxiv:
     - https://arxiv.org/abs/2202.00273
-  created: 2022-03-31-19-20-05
+  created: "2022-03-31T19:20:05.000Z"
   github:
     - https://github.com/autonomousvision/stylegan_xl
   tags:
@@ -587,7 +587,7 @@ https://huggingface.co/spaces/hysts/StyleGAN-XL:
 https://huggingface.co/spaces/hysts/1adrianb-face-alignment:
   arxiv:
     - https://arxiv.org/abs/1703.07332
-  created: 2022-03-28-11-33-31
+  created: "2022-03-28T11:33:31.000Z"
   github:
     - https://github.com/1adrianb/face-alignment
   tags:
@@ -597,7 +597,7 @@ https://huggingface.co/spaces/hysts/1adrianb-face-alignment:
 https://huggingface.co/spaces/hysts/DualStyleGAN:
   arxiv:
     - https://arxiv.org/abs/2203.13248
-  created: 2022-03-23-20-42-59
+  created: "2022-03-23T20:42:59.000Z"
   github:
     - https://github.com/williamyang1991/DualStyleGAN
   tags:
@@ -605,20 +605,20 @@ https://huggingface.co/spaces/hysts/DualStyleGAN:
 https://huggingface.co/spaces/hysts/StyleSwin:
   arxiv:
     - https://arxiv.org/abs/2112.10762
-  created: 2022-03-15-14-27-48
+  created: "2022-03-15T14:27:48.000Z"
   github:
     - https://github.com/microsoft/StyleSwin
   tags:
     - GAN
 https://huggingface.co/spaces/hysts/age-estimation-APPA-REAL:
-  created: 2022-02-28-00-45-11
+  created: "2022-02-28T00:45:11.000Z"
   github:
     - https://github.com/yu4u/age-estimation-pytorch
   tags:
     - face
     - age estimation
 https://huggingface.co/spaces/hysts/anime_face_landmark_detection:
-  created: 2022-01-24-09-09-55
+  created: "2022-01-24T09:09:55.000Z"
   github:
     - https://github.com/kanosawa/anime_face_landmark_detection
   tags:
@@ -626,7 +626,7 @@ https://huggingface.co/spaces/hysts/anime_face_landmark_detection:
     - illustration
     - anime face landmark detection
 https://huggingface.co/spaces/hysts/lbpcascade_animeface:
-  created: 2022-01-24-08-24-09
+  created: "2022-01-24T08:24:09.000Z"
   github:
     - https://github.com/nagadomi/lbpcascade_animeface
   tags:
@@ -634,7 +634,7 @@ https://huggingface.co/spaces/hysts/lbpcascade_animeface:
     - illustration
     - anime face detection
 https://huggingface.co/spaces/hysts/yolov5_anime:
-  created: 2022-01-24-05-55-41
+  created: "2022-01-24T05:55:41.000Z"
   github:
     - https://github.com/zymk9/yolov5_anime
   tags:
@@ -644,7 +644,7 @@ https://huggingface.co/spaces/hysts/yolov5_anime:
 https://huggingface.co/spaces/hysts/bizarre-pose-estimator-segmenter:
   arxiv:
     - https://arxiv.org/abs/2108.01819
-  created: 2022-01-24-03-14-52
+  created: "2022-01-24T03:14:52.000Z"
   github:
     - https://github.com/ShuhongChen/bizarre-pose-estimator
   tags:
@@ -652,7 +652,7 @@ https://huggingface.co/spaces/hysts/bizarre-pose-estimator-segmenter:
     - illustration
     - anime character segmentation
 https://huggingface.co/spaces/hysts/Yet-Another-Anime-Segmenter:
-  created: 2022-01-24-00-01-55
+  created: "2022-01-24T00:01:55.000Z"
   github:
     - https://github.com/zymk9/Yet-Another-Anime-Segmenter
   tags:
@@ -662,7 +662,7 @@ https://huggingface.co/spaces/hysts/Yet-Another-Anime-Segmenter:
 https://huggingface.co/spaces/hysts/bizarre-pose-estimator-tagger:
   arxiv:
     - https://arxiv.org/abs/2108.01819
-  created: 2022-01-23-13-26-52
+  created: "2022-01-23T13:26:52.000Z"
   github:
     - https://github.com/ShuhongChen/bizarre-pose-estimator
   tags:
@@ -670,7 +670,7 @@ https://huggingface.co/spaces/hysts/bizarre-pose-estimator-tagger:
     - illustration
     - anime label prediction
 https://huggingface.co/spaces/hysts/DeepDanbooru:
-  created: 2022-01-23-12-04-20
+  created: "2022-01-23T12:04:20.000Z"
   github:
     - https://github.com/KichangKim/DeepDanbooru
   tags:
@@ -679,7 +679,7 @@ https://huggingface.co/spaces/hysts/DeepDanbooru:
     - anime label prediction
     - Danbooru
 https://huggingface.co/spaces/hysts/danbooru-pretrained:
-  created: 2022-01-23-10-46-30
+  created: "2022-01-23T10:46:30.000Z"
   github:
     - https://github.com/RF5/danbooru-pretrained
   tags:
@@ -688,22 +688,22 @@ https://huggingface.co/spaces/hysts/danbooru-pretrained:
     - anime label prediction
     - Danbooru
 https://huggingface.co/spaces/hysts/stylegan3-anime-face-exp002:
-  created: 2021-12-02-19-33-20
+  created: "2021-12-02T19:33:20.000Z"
   tags:
     - GAN
     - personal project
 https://huggingface.co/spaces/hysts/stylegan3-food101:
-  created: 2021-11-22-04-05-46
+  created: "2021-11-22T04:05:46.000Z"
   tags:
     - GAN
     - personal project
 https://huggingface.co/spaces/hysts/stylegan3-anime-face-exp001:
-  created: 2021-11-22-02-10-56
+  created: "2021-11-22T02:10:56.000Z"
   tags:
     - GAN
     - personal project
 https://huggingface.co/spaces/hysts/anime-face-detector:
-  created: 2021-11-15-02-15-45
+  created: "2021-11-15T02:15:45.000Z"
   github:
     - https://github.com/hysts/anime-face-detector
   tags:

tools/add_creation_timestamps.py

@@ -27,7 +27,7 @@ def add_creation_timestamps() -> None:
             commits = list(repo.iter_commits())
             initial_commit = commits[-1]
             date = initial_commit.authored_datetime
-            date_str = date.strftime('%Y-%m-%d-%H-%M-%S')
+            date_str = date.strftime('%Y-%m-%dT%H:%M:%S.000Z')
             info['created'] = date_str
 
     with open(yaml_path, 'w') as f: