From 1179f934850a9d045f257837408ccdbb56f703d0 Mon Sep 17 00:00:00 2001
From: Dmitri <dmitri.ollari@protonmail.com>
Date: Thu, 20 Nov 2025 00:00:08 +0100
Subject: [PATCH] migrazione a UV

---
 .../.gitignore                                |    7 +-
 .../poetry.lock                               | 1314 -----------------
 .../pyproject.toml                            |   35 +-
 .../src/main.py                               |   21 +-
 fetus-event-detection-classification/uv.lock  |  652 ++++++++
 5 files changed, 685 insertions(+), 1344 deletions(-)
 delete mode 100755 fetus-event-detection-classification/poetry.lock
 create mode 100644 fetus-event-detection-classification/uv.lock

diff --git a/fetus-event-detection-classification/.gitignore b/fetus-event-detection-classification/.gitignore
index b976baa..32c4462 100755
--- a/fetus-event-detection-classification/.gitignore
+++ b/fetus-event-detection-classification/.gitignore
@@ -1,2 +1,5 @@
-
-./weights
+output/
+src/__pycache__/
+dataset.csv
+mother.csv
+fetus.csv
diff --git a/fetus-event-detection-classification/poetry.lock b/fetus-event-detection-classification/poetry.lock
deleted file mode 100755
index 62f108e..0000000
--- a/fetus-event-detection-classification/poetry.lock
+++ /dev/null
@@ -1,1314 +0,0 @@
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-lock-version = "2.0"
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diff --git a/fetus-event-detection-classification/pyproject.toml b/fetus-event-detection-classification/pyproject.toml
index 31196fd..41806cf 100755
--- a/fetus-event-detection-classification/pyproject.toml
+++ b/fetus-event-detection-classification/pyproject.toml
@@ -1,24 +1,25 @@
-[tool.poetry]
+[project]
 name = "fetus-event-detection-classification"
 version = "0.1.0"
 description = ""
-authors = ["kanopo <dmitri.ollari@protonmail.com>"]
-license = "MIT"
+authors = [{ name = "kanopo", email = "dmitri.ollari@protonmail.com" }]
+requires-python = ">=3.12,<3.13"
 readme = "README.md"
-package-mode = false
-
-[tool.poetry.dependencies]
-python = "^3.12"
-pandas = "^2.2.2"
-matplotlib = "^3.9.1"
-torch = "^2.3.1"
-seaborn = "^0.13.2"
-imblearn = "^0.0"
-imbalanced-learn = "^0.12.3"
-torchmetrics = "^1.4.0.post0"
-tqdm = "^4.66.4"
+license = "MIT"
+dependencies = [
+    "pandas>=2.2.2,<3",
+    "matplotlib>=3.9.1,<4",
+    "torch>=2.3.1,<3",
+    "seaborn>=0.13.2,<0.14",
+    "imblearn>=0.0,<0.1",
+    "imbalanced-learn>=0.12.3,<0.13",
+    "torchmetrics>=1.4.0.post0,<2",
+    "tqdm>=4.66.4,<5",
+]
 
+[tool.uv]
+package = false
 
 [build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+requires = ["hatchling"]
+build-backend = "hatchling.build"
diff --git a/fetus-event-detection-classification/src/main.py b/fetus-event-detection-classification/src/main.py
index 66bb327..cc0c968 100755
--- a/fetus-event-detection-classification/src/main.py
+++ b/fetus-event-detection-classification/src/main.py
@@ -1,5 +1,3 @@
-#!/usr/bin/env python3.12
-
 import os
 import warnings
 import pandas as pd
@@ -203,7 +201,7 @@ def createArgParser():
         "--path",
         action="store",
         help="Path to the dataset",
-        default="~/Documents/womb-wise/Data/",
+        default="~/Documents/womb-wise-data",
     )
 
     # epoch
@@ -278,13 +276,13 @@ if __name__ == "__main__":
     NUM_LAYERS = 2
     EPS = 1e-7
 
-    # TEST_NAME = "0_k1_all"
+    TEST_NAME = "0_k1_all"
     # TEST_NAME = "1_k1_fetus"
     # TEST_NAME = "2_k1_mother"
     # TEST_NAME = "3_k1_mother_fetus"
     # TEST_NAME = "4_k1_fetus_mother"
     # TEST_NAME = "5_k5_all"
-    TEST_NAME = "6_k5_fetus"
+    # TEST_NAME = "6_k5_fetus"
     # TEST_NAME = "7_k5_mother"
 
     if not os.path.exists("output/" + TEST_NAME):
@@ -317,36 +315,37 @@ if __name__ == "__main__":
     EARLY_STOPPING = True
     DATASET_TYPE = args.dataset
 
+
     if os.path.exists("dataset.csv") and args.reload_dataset is False:
         dataset = pd.read_csv("dataset.csv")
         mother = pd.read_csv("mother.csv")
         fetus = pd.read_csv("fetus.csv")
     else:
         baseline_fetus = get_dataset(
-            "~/Documents/kanopo/womb-wise/Data/Ultrasound_Scans/tracked_frames/",
+            PATH +"/Ultrasound_Scans/tracked_frames/",
             "baseline",
         )
         yawn_fetus = get_dataset(
-            "~/Documents/kanopo/womb-wise/Data/Ultrasound_Scans/tracked_frames/",
+            PATH + "/Ultrasound_Scans/tracked_frames/",
             "yawn",
         )
         opcl_fetus = get_dataset(
-            "~/Documents/kanopo/womb-wise/Data/Ultrasound_Scans/tracked_frames/",
+            PATH + "/Ultrasound_Scans/tracked_frames/",
             "opcl",
         )
 
         fetus = pd.concat([baseline_fetus, yawn_fetus, opcl_fetus])
 
         baseline_mother = get_dataset(
-            "~/Documents/kanopo/womb-wise/Data/Mothers_videos/Tracked/",
+            PATH + "/Mothers_videos/Tracked/",
             "baseline",
         )
         yawn_mother = get_dataset(
-            "~/Documents/kanopo/womb-wise/Data/Mothers_videos/Tracked/",
+            PATH + "/Mothers_videos/Tracked/",
             "yawn",
         )
         opcl_mother = get_dataset(
-            "~/Documents/kanopo/womb-wise/Data/Mothers_videos/Tracked/",
+            PATH + "/Mothers_videos/Tracked/",
             "opcl",
         )
 
diff --git a/fetus-event-detection-classification/uv.lock b/fetus-event-detection-classification/uv.lock
new file mode 100644
index 0000000..7544c86
--- /dev/null
+++ b/fetus-event-detection-classification/uv.lock
@@ -0,0 +1,652 @@
+version = 1
+revision = 3
+requires-python = "==3.12.*"
+
+[[package]]
+name = "colorama"
+version = "0.4.6"
+source = { registry = "https://pypi.org/simple" }
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