diff --git a/common/README.md b/common/README.md
index 5c1153e7b4b709bc41cc8c1f6641df7cc1e923a0..a4fbdcaf17019aa71d1731abf0bf7c8221e2579e 100644
--- a/common/README.md
+++ b/common/README.md
@@ -44,7 +44,20 @@ It will enable the relative imports.
 
 #### ROCO
 
-Telechargez le dossier [PolySTAR/RoboMaster/Équipe-Computer vision/DJI ROCO](https://drive.google.com/drive/folders/1AM3PqwwHzlK3tAS-1R5Qk3edPv0T4NzB)  du drive, contenant tous les datasets fournis par DJI, et unzippez le dans le dossier [dataset/dji_roco](../dataset/dji_roco).
+Download the directory [PolySTAR/RoboMaster/Équipe-Computer vision/DJI ROCO](https://drive.google.com/drive/folders/1AM3PqwwHzlK3tAS-1R5Qk3edPv0T4NzB) in Drive, with the 4 datasets given by DJI, and unzip in folder [dataset/dji_roco](../dataset/dji_roco).
+
+The dji_roco directory should look like:
+
+![DJI ROCO Dataset directory organization](./doc/dataset_dji_repo.png)
+
+#### TWITCH
+
+Download the directory [PolySTAR/RoboMaster/Équipe-Computer vision/datasets/twitch/v1](https://drive.google.com/drive/folders/1TaxdzB57U9wII9K2VDOEP8vUMm94_cR7) in Drive, with the 8 labelized videos from twitch, and unzip in folder [dataset/twitch/v1](../dataset/twitch/v1).
+
+The twitch/v1 directory should look like:
+
+![Twitch Dataset directory organization](./doc/dataset_twitch_repo.png)
+
 
 ## Dataset creation
 
diff --git a/common/doc/dataset_dji_repo.png b/common/doc/dataset_dji_repo.png
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diff --git a/common/doc/dataset_twitch_repo.png b/common/doc/dataset_twitch_repo.png
new file mode 100644
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diff --git a/common/research_common/dataset/twitch/twitch_roco_datasets.py b/common/research_common/dataset/twitch/twitch_roco_datasets.py
index a04bb75a3fac63e473d05d16463924f13a3f7f9e..368a7c48ee12d59cb1f91df26554f85e1f936a7d 100644
--- a/common/research_common/dataset/twitch/twitch_roco_datasets.py
+++ b/common/research_common/dataset/twitch/twitch_roco_datasets.py
@@ -1,15 +1,18 @@
 from enum import Enum
 
-from research_common.constants import TWITCH_DSET_ROBOTS_VIEWS_DIR
+from research_common.constants import TWITCH_DSET_DIR
 from research_common.dataset.directory_roco_dataset import DirectoryROCODataset
 
 
 class TwitchROCODataset(DirectoryROCODataset, Enum):
     def __init__(self, competition_name: str):
-        super().__init__(TWITCH_DSET_ROBOTS_VIEWS_DIR / competition_name, self.name)
+        super().__init__(TWITCH_DSET_DIR / "v1" / competition_name, self.name)
 
+    TWITCH_470149568 = "470149568"
     TWITCH_470150052 = "470150052"
     TWITCH_470151286 = "470151286"
+    TWITCH_470152289 = "470152289"
+    TWITCH_470152730 = "470152730"
     TWITCH_470152838 = "470152838"
     TWITCH_470153081 = "470153081"
-    TWITCH_470152289 = "470152289"
+    TWITCH_470158483 = "470158483"
diff --git a/common/research_common/scripts/construct_dataset_from_manual_annotation.py b/common/research_common/scripts/construct_dataset_from_manual_annotation.py
index d3ab5188b70a695406761be7c49829f9e3741712..3178c9139ee0bba87e820e4859d74d3382e27306 100644
--- a/common/research_common/scripts/construct_dataset_from_manual_annotation.py
+++ b/common/research_common/scripts/construct_dataset_from_manual_annotation.py
@@ -3,8 +3,6 @@ from pathlib import Path
 from shutil import move, rmtree
 from zipfile import ZipFile
 
-from research_common.constants import TWITCH_DSET_DIR, TWITCH_ROBOTS_VIEWS_DIR, TWITCH_DSET_ROBOTS_VIEWS_DIR
-
 
 def construct_dataset_from_manual_annotations(
     source_images_directory: Path, source_annotations_directory: Path, destination_directory: Path
@@ -29,9 +27,3 @@ def _unzip_all_in_directory(source_directory: Path, destination_directory: Path,
     for directory in destination_directory.glob("*"):
         if directory.is_dir():
             rmtree(str(directory))
-
-
-if __name__ == "__main__":
-    construct_dataset_from_manual_annotations(
-        TWITCH_ROBOTS_VIEWS_DIR, TWITCH_DSET_DIR / "robots-views-annotations", TWITCH_DSET_ROBOTS_VIEWS_DIR,
-    )
diff --git a/common/research_common/scripts/construct_twith_datasets_from_manual_annotation.py b/common/research_common/scripts/construct_twith_datasets_from_manual_annotation.py
index 44f643434662f809a7f7d73d0b0ce18d5acd3f97..3989bba47072f03992f2b9d29b6a059c95423082 100644
--- a/common/research_common/scripts/construct_twith_datasets_from_manual_annotation.py
+++ b/common/research_common/scripts/construct_twith_datasets_from_manual_annotation.py
@@ -1,4 +1,5 @@
-from shutil import copy, move, rmtree
+from os import remove
+from shutil import copy, move, rmtree, make_archive
 
 from research_common.constants import TWITCH_DSET_DIR, TWITCH_ROBOTS_VIEWS_DIR, TWITCH_DSET_ROBOTS_VIEWS_DIR
 from research_common.dataset.directory_roco_dataset import DirectoryROCODataset
@@ -38,8 +39,9 @@ def _separate_twitch_videos():
         move(str(annotation.xml_path), str(annotations_path / annotation.xml_path.name))
     if list((TWITCH_DSET_ROBOTS_VIEWS_DIR / "image").glob("*")):
         raise Exception(f"Some images remains unmoved")
-    if list((TWITCH_DSET_ROBOTS_VIEWS_DIR / "image_annotation").glob("*")):
-        raise Exception(f"Some annotations remains unmoved")
+    for remaining_file in (TWITCH_DSET_ROBOTS_VIEWS_DIR / "image_annotation").glob("*"):
+        if remaining_file.name != ".DS_Store":
+            raise Exception(f"Some annotations remains unmoved")
     rmtree(str(TWITCH_DSET_ROBOTS_VIEWS_DIR / "image"))
     rmtree(str(TWITCH_DSET_ROBOTS_VIEWS_DIR / "image_annotation"))
 
@@ -61,6 +63,12 @@ def _make_separate_reports():
 
 
 if __name__ == "__main__":
+
+    for zip_file in (TWITCH_DSET_DIR / "reviewed-robots-views-annotations").glob("*.zip"):
+        remove(str(zip_file))
+    for chunk_dir in (TWITCH_DSET_DIR / "reviewed-robots-views-annotations").glob("chunk_*"):
+        make_archive(chunk_dir, "zip", chunk_dir)
+
     _construct_mixed_twitch_dset()
     _correct_manual_annotations()
     _extract_runes_images()
diff --git a/common/research_common/scripts/correct_annotations.py b/common/research_common/scripts/correct_annotations.py
index 2dfb1a8608a46a43e29c50040701143da1df1ea2..5b45d96fcc2167c732484a7cc4dd8808ff2af4a1 100644
--- a/common/research_common/scripts/correct_annotations.py
+++ b/common/research_common/scripts/correct_annotations.py
@@ -3,14 +3,25 @@ from pathlib import Path
 
 
 class AnnotationFileCorrector:
-    FINAL_ARMOR_NAME_PATTERN = re.compile(r"<name>(armor|amor)-(?P<color>\w{2,4})-(?P<num>\d)</name>", re.IGNORECASE)
-    ABV_ARMOR_NAME_PATTERN = re.compile(r"<name>a(?P<color>\w)(?P<num>\d)</name>", re.IGNORECASE)
+    FINAL_ARMOR_NAME_PATTERN = re.compile(
+        r"<name>(armor|amor|amror)-(?P<color>\w{2,4})-(?P<num>\d)</name>", re.IGNORECASE
+    )
+    ABV_ARMOR_NAME_PATTERN = re.compile(r"<name>a{1,2}(?P<color>\w)(?P<num>\d)</name>", re.IGNORECASE)
     ABV_RUNES_PATTERN = re.compile(r"<name>r(?P<color>\w)</name>", re.IGNORECASE)
     ABV_BASE_PATTERN = re.compile(r"<name>b</name>", re.IGNORECASE)
     ABV_WATCHER_PATTERN = re.compile(r"<name>w</name>", re.IGNORECASE)
-    ABV_CAR_PATTERN = re.compile(r"<name>[cx]</name>", re.IGNORECASE)
-
-    COLORS_MAP = {"r": "red", "red": "red", "b": "blue", "blue": "blue", "g": "grey", "grey": "grey", "gray": "grey"}
+    ABV_CAR_PATTERN = re.compile(r"<name>(c|x|robot)</name>", re.IGNORECASE)
+
+    COLORS_MAP = {
+        "r": "red",
+        "red": "red",
+        "b": "blue",
+        "bleu": "blue",
+        "blue": "blue",
+        "g": "grey",
+        "grey": "grey",
+        "gray": "grey",
+    }
 
     def __init__(self, save_before: bool):
         self.save_before = save_before
diff --git a/dataset/twitch/.gitignore b/dataset/twitch/.gitignore
index 6413c17d7139a7238fa5ef7c0878ab3ba8186f77..d1462f9c9f1d0a25d6d03aabeb9dd8b1b2b2391c 100644
--- a/dataset/twitch/.gitignore
+++ b/dataset/twitch/.gitignore
@@ -1,3 +1,4 @@
 /robots-views-annotations
 /reviewed-robots-views-annotations
-/final-robots-views
\ No newline at end of file
+/final-robots-views
+/aerial-annotations
\ No newline at end of file
diff --git a/dataset/twitch/aerial-annotations/.gitignore b/dataset/twitch/v1/.gitignore
similarity index 100%
rename from dataset/twitch/aerial-annotations/.gitignore
rename to dataset/twitch/v1/.gitignore