1.0.0 official release (#18)

* fix bug in fix_BN

* gaitgl OUMVLP support.

* update ./doc/3.advance_usage.md Cross-Dataset Evalution & Data Agumentation

* update config

* update docs.3

* update docs.3

* add loss doc and gather input decorator

* refine the create model doc

* support rearrange directory of unzipped OUMVLP

* fix some bugs in loss_aggregator.py

* refine docs and little fix

* add oumvlp pretreatment description

* pretreatment dataset fix oumvlp description

* add gaitgl oumvlp result

* assert gaitgl input size

* add pipeline

* update the readme.

* update pipeline and readme

* Corrigendum.

* add logo and remove path

* update new logo

* Update README.md

* modify logo size

Co-authored-by: 12131100 <12131100@mail.sustech.edu.cn>
Co-authored-by: noahshen98 <77523610+noahshen98@users.noreply.github.com>
Co-authored-by: Noah <595311942@qq.com>

misc/clean_process.sh

@@ -0,0 +1 @@
+kill $(ps aux | grep main.py | grep -v grep | awk '{print $2}')

misc/rearrange_OUMVLP.py

@@ -0,0 +1,59 @@
+import os
+import shutil
+from tqdm import tqdm
+import argparse
+
+
+parser = argparse.ArgumentParser(description='Test')
+parser.add_argument('--input_path', default='/home1/data/OUMVLP_raw', type=str,
+                    help='Root path of raw dataset.')
+parser.add_argument('--output_path', default='/home1/data/OUMVLP_rearranged', type=str,
+                    help='Root path for output.')
+
+
+opt = parser.parse_args()
+
+INPUT_PATH = opt.input_path
+OUTPUT_PATH = opt.output_path
+
+
+def mv_dir(src, dst):
+    shutil.copytree(src, dst)
+    print(src, dst)
+
+
+sils_name_list = os.listdir(INPUT_PATH)
+name_space = 'Silhouette_'
+views = sorted(list(
+    set([each.replace(name_space, '').split('-')[0] for each in sils_name_list])))
+seqs = sorted(list(
+    set([each.replace(name_space, '').split('-')[1] for each in sils_name_list])))
+ids = list()
+for each in sils_name_list:
+    ids.extend(os.listdir(os.path.join(INPUT_PATH, each)))
+
+
+progress = tqdm(total=len(set(ids)))
+
+
+results = list()
+pid = 0
+for _id in sorted(set(ids)):
+    progress.update(1)
+    for _view in views:
+        for _seq in seqs:
+            seq_info = [_id, _seq, _view]
+            name = name_space + _view + '-' + _seq + '/' + _id
+            src = os.path.join(INPUT_PATH, name)
+            dst = os.path.join(OUTPUT_PATH, *seq_info)
+            if os.path.exists(src):
+                try:
+                    if os.path.exists(dst):
+                        pass
+                    else:
+                        os.makedirs(dst)
+                    for subfile in os.listdir(src):
+                        os.symlink(os.path.join(src, subfile),
+                                   os.path.join(dst, subfile))
+                except OSError as err:
+                    print(err)