diff --git a/src/poetry.lock b/src/poetry.lock
index f271919..1e86516 100644
--- a/src/poetry.lock
+++ b/src/poetry.lock
@@ -2,13 +2,13 @@
 
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-notebook = ["ipywidgets (>=6)"]
-slack = ["slack-sdk"]
-telegram = ["requests"]
-
-[[package]]
-name = "triton"
-version = "2.3.1"
-description = "A language and compiler for custom Deep Learning operations"
-optional = false
-python-versions = "*"
-files = [
-    {file = "triton-2.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3c84595cbe5e546b1b290d2a58b1494df5a2ef066dd890655e5b8a8a92205c33"},
-    {file = "triton-2.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c9d64ae33bcb3a7a18081e3a746e8cf87ca8623ca13d2c362413ce7a486f893e"},
-    {file = "triton-2.3.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eaf80e8761a9e3498aa92e7bf83a085b31959c61f5e8ac14eedd018df6fccd10"},
-    {file = "triton-2.3.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b13bf35a2b659af7159bf78e92798dc62d877aa991de723937329e2d382f1991"},
-    {file = "triton-2.3.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:63381e35ded3304704ea867ffde3b7cfc42c16a55b3062d41e017ef510433d66"},
-    {file = "triton-2.3.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1d968264523c7a07911c8fb51b4e0d1b920204dae71491b1fe7b01b62a31e124"},
-]
-
-[package.dependencies]
-filelock = "*"
-
-[package.extras]
-build = ["cmake (>=3.20)", "lit"]
-tests = ["autopep8", "flake8", "isort", "numpy", "pytest", "scipy (>=1.7.1)", "torch"]
-tutorials = ["matplotlib", "pandas", "tabulate", "torch"]
-
-[[package]]
-name = "typing-extensions"
-version = "4.12.2"
-description = "Backported and Experimental Type Hints for Python 3.8+"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
-    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
-]
-
-[[package]]
-name = "tzdata"
-version = "2024.1"
-description = "Provider of IANA time zone data"
-optional = false
-python-versions = ">=2"
-files = [
-    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
-    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
-]
-
-[[package]]
-name = "ultralytics"
-version = "8.2.50"
-description = "Ultralytics YOLOv8 for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification."
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "ultralytics-8.2.50-py3-none-any.whl", hash = "sha256:e8c2912fb4b32c3d97fcde0f2ab351078d3d75bd4b02fb4948c52568efb3b5c5"},
-    {file = "ultralytics-8.2.50.tar.gz", hash = "sha256:adf9e192585cdfac87f6fad0643e01ff08d6f12fa97f0f69ce8395a4f0db101f"},
-]
-
-[package.dependencies]
-matplotlib = ">=3.3.0"
-numpy = ">=1.23.0,<2.0.0"
-opencv-python = ">=4.6.0"
-pandas = ">=1.1.4"
-pillow = ">=7.1.2"
-psutil = "*"
-py-cpuinfo = "*"
-pyyaml = ">=5.3.1"
-requests = ">=2.23.0"
-scipy = ">=1.4.1"
-seaborn = ">=0.11.0"
-torch = ">=1.8.0"
-torchvision = ">=0.9.0"
-tqdm = ">=4.64.0"
-ultralytics-thop = ">=2.0.0"
-
-[package.extras]
-dev = ["coverage[toml]", "ipython", "mkdocs (>=1.6.0)", "mkdocs-jupyter", "mkdocs-material (>=9.5.9)", "mkdocs-redirects", "mkdocs-ultralytics-plugin (>=0.0.49)", "mkdocstrings[python]", "pytest", "pytest-cov"]
-explorer = ["duckdb (<=0.9.2)", "lancedb", "streamlit"]
-export = ["coremltools (>=7.0)", "flatbuffers (>=23.5.26,<100)", "h5py (!=3.11.0)", "keras", "numpy (==1.23.5)", "onnx (>=1.12.0)", "openvino (>=2024.0.0)", "tensorflow (>=2.0.0)", "tensorflowjs (>=3.9.0)"]
-extra = ["albumentations (>=1.4.6)", "hub-sdk (>=0.0.8)", "ipython", "pycocotools (>=2.0.7)"]
-logging = ["comet", "dvclive (>=2.12.0)", "tensorboard (>=2.13.0)"]
-
-[[package]]
-name = "ultralytics-thop"
-version = "2.0.0"
-description = "Ultralytics THOP package for fast computation of PyTorch model FLOPs and parameters."
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "ultralytics_thop-2.0.0-py3-none-any.whl", hash = "sha256:a3432c5e6f3f5f45470bdcaa7e90bc3a0b7a65a9c9896bd83f381b8fc9030ee9"},
-    {file = "ultralytics_thop-2.0.0.tar.gz", hash = "sha256:49ee1f2c37d92e2e03b407c610e7184dc3dea68aa3d9127d2694ca1ea4120889"},
-]
-
-[package.dependencies]
-numpy = "*"
-torch = "*"
-
 [[package]]
 name = "urllib3"
 version = "2.2.2"
@@ -1690,22 +184,7 @@ h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
-[[package]]
-name = "zipp"
-version = "3.19.2"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
-    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
-]
-
-[package.extras]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
-
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "f38f4190eefbfccd9a4121d98312034dde72c64d8059d1cbd9efa077ad22481f"
+content-hash = "e841ae0991bf04aedaeea5478524b4ad9508d1122776ad829524e17ec8a7ed4e"
diff --git a/src/pyproject.toml b/src/pyproject.toml
index 6d2fc3a..ed0e0bf 100644
--- a/src/pyproject.toml
+++ b/src/pyproject.toml
@@ -11,7 +11,4 @@ license = "Apache-2.0"
 
 [tool.poetry.dependencies]
 python = "^3.8"
-pyroclient = { git = "https://github.com/pyronear/pyro-api.git", rev = "767be30a781b52b29d68579d543e3f45ac8c4713", subdirectory = "client" }
-pyroengine = "^0.2.0"
-python-dotenv = ">=0.15.0"
-ultralytics = "8.2.50"
\ No newline at end of file
+pyroclient = { git = "https://github.com/pyronear/pyro-api.git", rev = "767be30a781b52b29d68579d543e3f45ac8c4713", subdirectory = "client" }
\ No newline at end of file
diff --git a/src/requirements.txt b/src/requirements.txt
index 8bbcf8e..eb75ab1 100644
--- a/src/requirements.txt
+++ b/src/requirements.txt
@@ -1,55 +1,6 @@
-certifi==2024.6.2 ; python_version >= "3.8" and python_version < "4"
+certifi==2024.7.4 ; python_version >= "3.8" and python_version < "4"
 charset-normalizer==3.3.2 ; python_version >= "3.8" and python_version < "4"
-colorama==0.4.6 ; python_version >= "3.8" and python_version < "4.0" and platform_system == "Windows"
-coloredlogs==15.0.1 ; python_version >= "3.8" and python_version < "4"
-contourpy==1.1.1 ; python_version >= "3.8" and python_version < "4.0"
-cycler==0.12.1 ; python_version >= "3.8" and python_version < "4.0"
-filelock==3.15.4 ; python_version >= "3.8" and python_version < "4"
-flatbuffers==24.3.25 ; python_version >= "3.8" and python_version < "4"
-fonttools==4.53.1 ; python_version >= "3.8" and python_version < "4.0"
-fsspec==2024.6.0 ; python_version >= "3.8" and python_version < "4"
-huggingface-hub==0.23.4 ; python_version >= "3.8" and python_version < "4"
-humanfriendly==10.0 ; python_version >= "3.8" and python_version < "4"
 idna==3.7 ; python_version >= "3.8" and python_version < "4"
-importlib-resources==6.4.0 ; python_version >= "3.8" and python_version < "3.10"
-intel-openmp==2021.4.0 ; python_version >= "3.8" and python_version < "4.0" and platform_system == "Windows"
-jinja2==3.1.4 ; python_version >= "3.8" and python_version < "4.0"
-kiwisolver==1.4.5 ; python_version >= "3.8" and python_version < "4.0"
-markupsafe==2.1.5 ; python_version >= "3.8" and python_version < "4.0"
-matplotlib==3.7.5 ; python_version >= "3.8" and python_version < "4.0"
-mkl==2021.4.0 ; python_version >= "3.8" and python_version < "4.0" and platform_system == "Windows"
-mpmath==1.3.0 ; python_version >= "3.8" and python_version < "4"
-networkx==3.1 ; python_version >= "3.8" and python_version < "4.0"
-numpy==1.24.4 ; python_version >= "3.8" and python_version < "4"
-onnxruntime==1.18.0 ; python_version >= "3.8" and python_version < "4"
-opencv-python==4.10.0.84 ; python_version >= "3.8" and python_version < "4.0"
-packaging==24.1 ; python_version >= "3.8" and python_version < "4"
-pandas==2.0.3 ; python_version >= "3.8" and python_version < "4.0"
-pillow==10.3.0 ; python_version >= "3.8" and python_version < "4"
-protobuf==5.27.1 ; python_version >= "3.8" and python_version < "4"
-psutil==6.0.0 ; python_version >= "3.8" and python_version < "4.0"
-py-cpuinfo==9.0.0 ; python_version >= "3.8" and python_version < "4.0"
-pyparsing==3.1.2 ; python_version >= "3.8" and python_version < "4.0"
-pyreadline3==3.4.1 ; sys_platform == "win32" and python_version >= "3.8" and python_version < "4"
 pyroclient @ git+https://github.com/pyronear/pyro-api.git@767be30a781b52b29d68579d543e3f45ac8c4713#subdirectory=client ; python_version >= "3.8" and python_version < "4"
-pyroengine==0.2.0 ; python_version >= "3.8" and python_version < "4"
-python-dateutil==2.9.0.post0 ; python_version >= "3.8" and python_version < "4.0"
-python-dotenv==1.0.1 ; python_version >= "3.8" and python_version < "4.0"
-pytz==2024.1 ; python_version >= "3.8" and python_version < "4.0"
-pyyaml==6.0.1 ; python_version >= "3.8" and python_version < "4.0"
 requests==2.32.3 ; python_version >= "3.8" and python_version < "4"
-scipy==1.9.3 ; python_version >= "3.8" and python_version < "4.0"
-seaborn==0.13.2 ; python_version >= "3.8" and python_version < "4.0"
-six==1.16.0 ; python_version >= "3.8" and python_version < "4.0"
-sympy==1.12.1 ; python_version >= "3.8" and python_version < "4"
-tbb==2021.13.0 ; python_version >= "3.8" and python_version < "4.0" and platform_system == "Windows"
-torch==2.3.1 ; python_version >= "3.8" and python_version < "4.0"
-torchvision==0.18.1 ; python_version >= "3.8" and python_version < "4.0"
-tqdm==4.66.4 ; python_version >= "3.8" and python_version < "4.0"
-triton==2.3.1 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version < "3.12" and python_version >= "3.8"
-typing-extensions==4.12.2 ; python_version >= "3.8" and python_version < "4"
-tzdata==2024.1 ; python_version >= "3.8" and python_version < "4.0"
-ultralytics-thop==2.0.0 ; python_version >= "3.8" and python_version < "4.0"
-ultralytics==8.2.50 ; python_version >= "3.8" and python_version < "4.0"
 urllib3==2.2.2 ; python_version >= "3.8" and python_version < "4"
-zipp==3.19.2 ; python_version >= "3.8" and python_version < "3.10"