diff --git a/.github/workflows/tests_01.yml b/.github/workflows/tests_01.yml
index 9f12863f..3951257b 100644
--- a/.github/workflows/tests_01.yml
+++ b/.github/workflows/tests_01.yml
@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python: [3.11]
+        python: [3.12]
     env:
         BIGML_USERNAME: ${{ secrets.BIGML_USERNAME }}
         BIGML_API_KEY: ${{ secrets.BIGML_API_KEY }}
diff --git a/.github/workflows/tests_05.yml b/.github/workflows/tests_05.yml
index 8cc673ec..ed1cac5f 100644
--- a/.github/workflows/tests_05.yml
+++ b/.github/workflows/tests_05.yml
@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python: [3.11]
+        python: [3.12]
     env:
         BIGML_USERNAME: ${{ secrets.BIGML_USERNAME }}
         BIGML_API_KEY: ${{ secrets.BIGML_API_KEY }}
diff --git a/.github/workflows/tests_22.yml b/.github/workflows/tests_22.yml
index c75adca1..46784de2 100644
--- a/.github/workflows/tests_22.yml
+++ b/.github/workflows/tests_22.yml
@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python: [3.11]
+        python: [3.12]
     env:
         BIGML_USERNAME: ${{ secrets.BIGML_USERNAME }}
         BIGML_API_KEY: ${{ secrets.BIGML_API_KEY }}
diff --git a/.github/workflows/tests_23.yml b/.github/workflows/tests_23.yml
index 042d57cc..892a73d6 100644
--- a/.github/workflows/tests_23.yml
+++ b/.github/workflows/tests_23.yml
@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python: [3.11]
+        python: [3.12]
     env:
         BIGML_USERNAME: ${{ secrets.BIGML_USERNAME }}
         BIGML_API_KEY: ${{ secrets.BIGML_API_KEY }}
diff --git a/.github/workflows/tests_36.yml b/.github/workflows/tests_36.yml
index 7b78c0a5..a766fa97 100644
--- a/.github/workflows/tests_36.yml
+++ b/.github/workflows/tests_36.yml
@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python: [3.11]
+        python: [3.12]
     env:
         BIGML_USERNAME: ${{ secrets.BIGML_USERNAME }}
         BIGML_API_KEY: ${{ secrets.BIGML_API_KEY }}
diff --git a/HISTORY.rst b/HISTORY.rst
index 64bbc488..ed2e7598 100644
--- a/HISTORY.rst
+++ b/HISTORY.rst
@@ -7,6 +7,7 @@ History
 ------------------
 
 - Fixing the get_leaves function for local decision trees.
+- Fixing setup issues in Python3.12
 - Changing documentation templates.
 
 9.8.0.dev1 (2024-02-28)
diff --git a/bigml/dataset.py b/bigml/dataset.py
index 280c285d..6b45f5e4 100644
--- a/bigml/dataset.py
+++ b/bigml/dataset.py
@@ -20,7 +20,6 @@
 """
 import os
 import logging
-import warnings
 import subprocess
 
 from bigml.fields import Fields, sorted_headers, get_new_fields
@@ -40,12 +39,13 @@
 
 #pylint: disable=locally-disabled,bare-except,ungrouped-imports
 try:
-    # avoiding tensorflow info logging
-    warnings.filterwarnings("ignore", category=DeprecationWarning)
-    os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
+    # bigml-sensenet should be installed for image processing
+    logging.disable(logging.WARNING)
+    os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'
     import tensorflow as tf
-    tf.get_logger().setLevel('ERROR')
     tf.autograph.set_verbosity(0)
+    logging.getLogger("tensorflow").setLevel(logging.ERROR)
+    import sensenet
     from bigml.images.featurizers import ImageFeaturizer as Featurizer
 except:
     pass
diff --git a/bigml/deepnet.py b/bigml/deepnet.py
index 75eed911..087f1653 100644
--- a/bigml/deepnet.py
+++ b/bigml/deepnet.py
@@ -62,20 +62,15 @@
 import bigml.laminar.preprocess_np as pp
 
 try:
-    # avoiding tensorflow info logging
-    warnings.filterwarnings("ignore", category=DeprecationWarning)
-    os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
+    logging.disable(logging.WARNING)
+    os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'
+    logging.getLogger("tensorflow").setLevel(logging.ERROR)
     import tensorflow as tf
-    tf.get_logger().setLevel('ERROR')
     tf.autograph.set_verbosity(0)
-    LAMINAR_VERSION = False
-except Exception:
-    LAMINAR_VERSION = True
-
-try:
     from sensenet.models.wrappers import create_model
     from bigml.images.utils import to_relative_coordinates
     from bigml.constants import IOU_REMOTE_SETTINGS
+    LAMINAR_VERSION = False
 except Exception:
     LAMINAR_VERSION = True
 
diff --git a/pyproject.toml b/pyproject.toml
index 70a3fb8e..1de495d4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [build-system]
 requires=[
-  "setuptools"
+  "setuptools==69.0.0"
 ]
 
 [tool.black]
diff --git a/setup.py b/setup.py
index d24d7879..2bcdd013 100644
--- a/setup.py
+++ b/setup.py
@@ -30,7 +30,7 @@
                     open(version_py_path).read()).group(1)
 
 TOPIC_MODELING_DEPENDENCIES = ["cython", "pystemmer==2.2.0.1"]
-IMAGES_DEPENDENCIES = ["bigml-sensenet==0.7.4"]
+IMAGES_DEPENDENCIES = ["bigml-sensenet==0.7.5"]
 
 # Concatenate files into the long description
 file_contents = []
@@ -50,7 +50,7 @@
     download_url="https://github.com/bigmlcom/python",
     license="http://www.apache.org/licenses/LICENSE-2.0",
     setup_requires = ['pytest'],
-    install_requires = ["unidecode", "bigml-chronos>=0.4.3", "requests",
+    install_requires = ["setuptools==69.0.0", "unidecode", "bigml-chronos>=0.4.3", "requests",
         "requests-toolbelt", "msgpack", "numpy>=1.22", "scipy",
         "javascript"],
     extras_require={"images": IMAGES_DEPENDENCIES,