diff --git a/dask-stitch/scripts/fuse_volume.py b/dask-stitch/scripts/fuse_volume.py
index 9b5fcde..32a8ad1 100644
--- a/dask-stitch/scripts/fuse_volume.py
+++ b/dask-stitch/scripts/fuse_volume.py
@@ -155,7 +155,7 @@ def wrapped_process_chunk(block, block_info=None):
         wrapped_process_chunk,
         chunks=chunk_shape,
         dtype=np.float32,
-        shape=fused_shape,
+        #shape=fused_shape,
     )
 
     return fused_volume
@@ -175,112 +175,13 @@ def wrapped_process_chunk(block, block_info=None):
 # Fuse the volume
 fused_volume = fuse_volume(ome_zarr_paths, optimized_translations, fused_shape, chunk_shape, bbox_min, voxel_size)
 
-# Save the fused volume
-fused_volume.to_zarr(snakemake.output.fused_volume)
-
-
-
-
-def process_chunk(chunk_data, block_info, ome_zarr_paths, optimized_translations, bbox_min, voxel_size, chunk_shape):
-    """
-    Process a single chunk of the fused volume.
-
-    Parameters:
-    - chunk_data (np.ndarray): Placeholder data for the chunk.
-    - block_info (dict): Information about the block being processed.
-    - ome_zarr_paths (list of str): List of paths to OME-Zarr datasets.
-    - optimized_translations (np.ndarray): Optimized translations for each tile.
-    - bbox_min (np.ndarray): Minimum physical coordinates of the fused volume.
-    - voxel_size (np.ndarray): Voxel size in physical units.
-    - chunk_shape (tuple): Shape of the chunk being processed.
-
-    Returns:
-    - np.ndarray: Fused chunk.
-    """
-    # Extract chunk location and physical bounding box
-    chunk_start = np.array(block_info[0]["chunk-location"]) * voxel_size + bbox_min
-    chunk_end = chunk_start + np.array(chunk_shape) * voxel_size
-
-    chunk = np.zeros(chunk_shape, dtype=np.float32)
-    weight = np.zeros(chunk_shape, dtype=np.float32)
-
-    for path, translation in zip(ome_zarr_paths, optimized_translations):
-        znimg = ZarrNii.from_path(path)
-        tile = znimg.darr.squeeze().compute()
-        affine = znimg.vox2ras.affine
-
-        # Resample tile to chunk
-        resampled_tile = resample_tile_to_chunk(tile, affine, translation, chunk_start, chunk_end, chunk_shape)
-
-        # Fuse by summing intensities and weights
-        mask = resampled_tile > 0
-        chunk[mask] += resampled_tile[mask]
-        weight[mask] += 1
-
-    # Avoid division by zero
-    fused_chunk = np.divide(chunk, weight, out=np.zeros_like(chunk), where=weight > 0)
-    return fused_chunk
-
-
-def fuse_volume(ome_zarr_paths, optimized_translations, fused_shape, chunk_shape, bbox_min, voxel_size):
-    """
-    Fuse all tiles into a single volume.
-
-    Parameters:
-    - ome_zarr_paths (list of str): List of paths to OME-Zarr datasets.
-    - optimized_translations (np.ndarray): Optimized translations for each tile.
-    - fused_shape (tuple): Shape of the final fused volume.
-    - chunk_shape (tuple): Shape of each chunk.
-    - bbox_min (np.ndarray): Minimum coordinates of the fused volume.
-    - voxel_size (np.ndarray): Voxel size in physical units.
-
-    Returns:
-    - dask.array: Fused volume.
-    """
-    # Wrap process_chunk for Dask
-    def wrapped_process_chunk(chunk_data, block_info=None):
-        return process_chunk(
-            chunk_data,
-            block_info,
-            ome_zarr_paths,
-            optimized_translations,
-            bbox_min,
-            voxel_size,
-            chunk_shape,
-        )
-
-    # Define Dask array for the fused volume
-    fused_volume = da.map_blocks(
-        wrapped_process_chunk,
-        chunks=chunk_shape,
-        dtype=np.float32,
-        shape=fused_shape,
-    )
-
-    return fused_volume
-
-
-# Example usage
-ome_zarr_paths = snakemake.input.ome_zarr  # List of input OME-Zarr paths
-optimized_translations = np.loadtxt(snakemake.input.optimized_translations, dtype=float)  # Optimized translations
-
-# Compute the fused volume shape
-bbox_min, bbox_max, voxel_size = compute_fused_volume_shape(ome_zarr_paths, optimized_translations)
-
-
-print(bbox_min)
-print(bbox_max)
-print(voxel_size)
-assert all(voxel_size > 0), "Voxel size must be greater than zero."
-
-fused_shape = tuple(np.ceil((bbox_max - bbox_min) / voxel_size).astype(int))
-chunk_shape = (64, 64, 64)  # Example chunk size
-
-# Fuse the volume
-fused_volume = fuse_volume(ome_zarr_paths, optimized_translations, fused_shape, chunk_shape, bbox_min, voxel_size)
+print(fused_volume.shape)
 
 # Save the fused volume
-fused_volume.to_zarr(snakemake.output.fused_volume)
+znimg = ZarrNii.from_darr(fused_volume)
+
+znimg.to_ome_zarr(snakemake.output.ome_zarr)
+znimg.to_nifti(snakemake.output.nifti)
 
 
 
diff --git a/poetry.lock b/poetry.lock
index 567aa71..d6c7886 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -201,6 +201,17 @@ types-python-dateutil = ">=2.8.10"
 doc = ["doc8", "sphinx (>=7.0.0)", "sphinx-autobuild", "sphinx-autodoc-typehints", "sphinx_rtd_theme (>=1.3.0)"]
 test = ["dateparser (>=1.0.0,<2.0.0)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (>=3.0.0,<4.0.0)"]
 
+[[package]]
+name = "asciitree"
+version = "0.3.3"
+description = "Draws ASCII trees."
+category = "main"
+optional = false
+python-versions = "*"
+files = [
+    {file = "asciitree-0.3.3.tar.gz", hash = "sha256:4aa4b9b649f85e3fcb343363d97564aa1fb62e249677f2e18a96765145cc0f6e"},
+]
+
 [[package]]
 name = "astor"
 version = "0.8.1"
@@ -516,6 +527,18 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "cloudpickle"
+version = "3.1.0"
+description = "Pickler class to extend the standard pickle.Pickler functionality"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "cloudpickle-3.1.0-py3-none-any.whl", hash = "sha256:fe11acda67f61aaaec473e3afe030feb131d78a43461b718185363384f1ba12e"},
+    {file = "cloudpickle-3.1.0.tar.gz", hash = "sha256:81a929b6e3c7335c863c771d673d105f02efdb89dfaba0c90495d1c64796601b"},
+]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -596,6 +619,36 @@ pygments = ">=2.7.1"
 pyyaml = ">=5.3.1"
 questionary = ">=1.8.1"
 
+[[package]]
+name = "dask"
+version = "2024.12.0"
+description = "Parallel PyData with Task Scheduling"
+category = "main"
+optional = false
+python-versions = ">=3.10"
+files = [
+    {file = "dask-2024.12.0-py3-none-any.whl", hash = "sha256:e038e87b9f06e7927b81ecde6cf2b49aa699bb902fec11abba5697cb48baeb8d"},
+    {file = "dask-2024.12.0.tar.gz", hash = "sha256:ffd02b06ac06b993df0b48e0ba4fe02abceb5c8b34b40bd91d63f33ec7a272a4"},
+]
+
+[package.dependencies]
+click = ">=8.1"
+cloudpickle = ">=3.0.0"
+fsspec = ">=2021.09.0"
+importlib_metadata = {version = ">=4.13.0", markers = "python_version < \"3.12\""}
+packaging = ">=20.0"
+partd = ">=1.4.0"
+pyyaml = ">=5.3.1"
+toolz = ">=0.10.0"
+
+[package.extras]
+array = ["numpy (>=1.24)"]
+complete = ["dask[array,dataframe,diagnostics,distributed]", "lz4 (>=4.3.2)", "pyarrow (>=14.0.1)"]
+dataframe = ["dask-expr (>=1.1,<1.2)", "dask[array]", "pandas (>=2.0)"]
+diagnostics = ["bokeh (>=3.1.0)", "jinja2 (>=2.10.3)"]
+distributed = ["distributed (==2024.12.0)"]
+test = ["pandas[test]", "pre-commit", "pytest", "pytest-cov", "pytest-rerunfailures", "pytest-timeout", "pytest-xdist"]
+
 [[package]]
 name = "datrie"
 version = "0.8.2"
@@ -643,6 +696,35 @@ files = [
     {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
 ]
 
+[[package]]
+name = "distributed"
+version = "2024.12.0"
+description = "Distributed scheduler for Dask"
+category = "main"
+optional = false
+python-versions = ">=3.10"
+files = [
+    {file = "distributed-2024.12.0-py3-none-any.whl", hash = "sha256:ed05aa13b6c62b69b33d1ba7d1ca95e78406c8f37163fafd07f7ca94ae036b66"},
+    {file = "distributed-2024.12.0.tar.gz", hash = "sha256:6a2c04e63d31973ee3c1f2160d66521ed8f08e637d6a25a450e7561582920f38"},
+]
+
+[package.dependencies]
+click = ">=8.0"
+cloudpickle = ">=3.0.0"
+dask = "2024.12.0"
+jinja2 = ">=2.10.3"
+locket = ">=1.0.0"
+msgpack = ">=1.0.2"
+packaging = ">=20.0"
+psutil = ">=5.8.0"
+pyyaml = ">=5.4.1"
+sortedcontainers = ">=2.0.5"
+tblib = ">=1.6.0"
+toolz = ">=0.11.2"
+tornado = ">=6.2.0"
+urllib3 = ">=1.26.5"
+zict = ">=3.0.0"
+
 [[package]]
 name = "docopt"
 version = "0.6.2"
@@ -693,6 +775,18 @@ files = [
 [package.dependencies]
 packaging = ">=20.9"
 
+[[package]]
+name = "fasteners"
+version = "0.19"
+description = "A python package that provides useful locks"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "fasteners-0.19-py3-none-any.whl", hash = "sha256:758819cb5d94cdedf4e836988b74de396ceacb8e2794d21f82d131fd9ee77237"},
+    {file = "fasteners-0.19.tar.gz", hash = "sha256:b4f37c3ac52d8a445af3a66bce57b33b5e90b97c696b7b984f530cf8f0ded09c"},
+]
+
 [[package]]
 name = "fastjsonschema"
 version = "2.20.0"
@@ -832,6 +926,9 @@ files = [
     {file = "fsspec-2024.6.1.tar.gz", hash = "sha256:fad7d7e209dd4c1208e3bbfda706620e0da5142bebbd9c384afb95b07e798e49"},
 ]
 
+[package.dependencies]
+s3fs = {version = "*", optional = true, markers = "extra == \"s3\""}
+
 [package.extras]
 abfs = ["adlfs"]
 adl = ["adlfs"]
@@ -1275,6 +1372,40 @@ files = [
     {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
 ]
 
+[[package]]
+name = "imageio"
+version = "2.36.1"
+description = "Library for reading and writing a wide range of image, video, scientific, and volumetric data formats."
+category = "main"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "imageio-2.36.1-py3-none-any.whl", hash = "sha256:20abd2cae58e55ca1af8a8dcf43293336a59adf0391f1917bf8518633cfc2cdf"},
+    {file = "imageio-2.36.1.tar.gz", hash = "sha256:e4e1d231f47f9a9e16100b0f7ce1a86e8856fb4d1c0fa2c4365a316f1746be62"},
+]
+
+[package.dependencies]
+numpy = "*"
+pillow = ">=8.3.2"
+
+[package.extras]
+all-plugins = ["astropy", "av", "imageio-ffmpeg", "numpy (>2)", "pillow-heif", "psutil", "rawpy", "tifffile"]
+all-plugins-pypy = ["av", "imageio-ffmpeg", "pillow-heif", "psutil", "tifffile"]
+build = ["wheel"]
+dev = ["black", "flake8", "fsspec[github]", "pytest", "pytest-cov"]
+docs = ["numpydoc", "pydata-sphinx-theme", "sphinx (<6)"]
+ffmpeg = ["imageio-ffmpeg", "psutil"]
+fits = ["astropy"]
+full = ["astropy", "av", "black", "flake8", "fsspec[github]", "gdal", "imageio-ffmpeg", "itk", "numpy (>2)", "numpydoc", "pillow-heif", "psutil", "pydata-sphinx-theme", "pytest", "pytest-cov", "rawpy", "sphinx (<6)", "tifffile", "wheel"]
+gdal = ["gdal"]
+itk = ["itk"]
+linting = ["black", "flake8"]
+pillow-heif = ["pillow-heif"]
+pyav = ["av"]
+rawpy = ["numpy (>2)", "rawpy"]
+test = ["fsspec[github]", "pytest", "pytest-cov"]
+tifffile = ["tifffile"]
+
 [[package]]
 name = "immutables"
 version = "0.20"
@@ -1329,6 +1460,30 @@ files = [
 [package.extras]
 test = ["flake8 (>=5.0,<6.0)", "mypy (>=1.4,<2.0)", "pycodestyle (>=2.9,<3.0)", "pytest (>=7.4,<8.0)"]
 
+[[package]]
+name = "importlib-metadata"
+version = "8.5.0"
+description = "Read metadata from Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"},
+    {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"},
+]
+
+[package.dependencies]
+zipp = ">=3.20"
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+perf = ["ipython"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["pytest-mypy"]
+
 [[package]]
 name = "importlib-resources"
 version = "6.4.0"
@@ -1500,6 +1655,18 @@ dev = ["changelist (==0.5)"]
 lint = ["pre-commit (==3.7.0)"]
 test = ["pytest (>=7.4)", "pytest-cov (>=4.1)"]
 
+[[package]]
+name = "locket"
+version = "1.0.0"
+description = "File-based locks for Python on Linux and Windows"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "locket-1.0.0-py2.py3-none-any.whl", hash = "sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3"},
+    {file = "locket-1.0.0.tar.gz", hash = "sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632"},
+]
+
 [[package]]
 name = "markdown"
 version = "3.6"
@@ -1756,6 +1923,80 @@ files = [
     {file = "more_itertools-10.3.0-py3-none-any.whl", hash = "sha256:ea6a02e24a9161e51faad17a8782b92a0df82c12c1c8886fec7f0c3fa1a1b320"},
 ]
 
+[[package]]
+name = "msgpack"
+version = "1.1.0"
+description = "MessagePack serializer"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "msgpack-1.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7ad442d527a7e358a469faf43fda45aaf4ac3249c8310a82f0ccff9164e5dccd"},
+    {file = "msgpack-1.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:74bed8f63f8f14d75eec75cf3d04ad581da6b914001b474a5d3cd3372c8cc27d"},
+    {file = "msgpack-1.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:914571a2a5b4e7606997e169f64ce53a8b1e06f2cf2c3a7273aa106236d43dd5"},
+    {file = "msgpack-1.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c921af52214dcbb75e6bdf6a661b23c3e6417f00c603dd2070bccb5c3ef499f5"},
+    {file = "msgpack-1.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d8ce0b22b890be5d252de90d0e0d119f363012027cf256185fc3d474c44b1b9e"},
+    {file = "msgpack-1.1.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:73322a6cc57fcee3c0c57c4463d828e9428275fb85a27aa2aa1a92fdc42afd7b"},
+    {file = "msgpack-1.1.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:e1f3c3d21f7cf67bcf2da8e494d30a75e4cf60041d98b3f79875afb5b96f3a3f"},
+    {file = "msgpack-1.1.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:64fc9068d701233effd61b19efb1485587560b66fe57b3e50d29c5d78e7fef68"},
+    {file = "msgpack-1.1.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:42f754515e0f683f9c79210a5d1cad631ec3d06cea5172214d2176a42e67e19b"},
+    {file = "msgpack-1.1.0-cp310-cp310-win32.whl", hash = "sha256:3df7e6b05571b3814361e8464f9304c42d2196808e0119f55d0d3e62cd5ea044"},
+    {file = "msgpack-1.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:685ec345eefc757a7c8af44a3032734a739f8c45d1b0ac45efc5d8977aa4720f"},
+    {file = "msgpack-1.1.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:3d364a55082fb2a7416f6c63ae383fbd903adb5a6cf78c5b96cc6316dc1cedc7"},
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+    {file = "msgpack-1.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5e1da8f11a3dd397f0a32c76165cf0c4eb95b31013a94f6ecc0b280c05c91b59"},
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+    {file = "msgpack-1.1.0-cp311-cp311-win32.whl", hash = "sha256:58638690ebd0a06427c5fe1a227bb6b8b9fdc2bd07701bec13c2335c82131a88"},
+    {file = "msgpack-1.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:fd2906780f25c8ed5d7b323379f6138524ba793428db5d0e9d226d3fa6aa1788"},
+    {file = "msgpack-1.1.0-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:d46cf9e3705ea9485687aa4001a76e44748b609d260af21c4ceea7f2212a501d"},
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 signals = ["blinker (>=1.4.0)"]
 signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
+[[package]]
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+version = "0.9.0"
+description = "Implementation of images in Zarr files."
+category = "main"
+optional = false
+python-versions = ">=3.6"
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+numpy = "*"
+requests = "*"
+scikit-image = "*"
+toolz = "*"
+zarr = ">=2.8.1"
+
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 version = "24.1"
@@ -2070,7 +2380,10 @@ files = [
 ]
 
 [package.dependencies]
-numpy = {version = ">=1.26.0", markers = "python_version >= \"3.12\""}
+numpy = [
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 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
 tzdata = ">=2022.7"
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 test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
 xml = ["lxml (>=4.9.2)"]
 
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+
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+complete = ["blosc", "numpy (>=1.20.0)", "pandas (>=1.3)", "pyzmq"]
+
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 version = "0.2.1"
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 [package.extras]
 crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
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 snakemake-interface-storage-plugins = ">=3.2.2,<4.0.0"
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 widechars = ["wcwidth"]
 
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+doc = ["nbsphinx", "packaging", "pydot (>=1.2.3)", "pydotplus", "sphinx (>=4.0,<5.0)", "sphinx-click", "sphinx-multiversion", "sphinx-rtd-theme (>=0.4.3)", "sphinxcontrib-apidoc"]
+docs = ["nbsphinx", "packaging", "pydot (>=1.2.3)", "pydotplus", "sphinx (>=4.0,<5.0)", "sphinx-click", "sphinx-multiversion", "sphinx-rtd-theme (>=0.4.3)", "sphinxcontrib-apidoc"]
+test = ["coverage (>=5.0.0,<5.1.0)", "pytest", "pytest-cov", "pytest-env", "pytest-xdist", "toml"]
+tests = ["coverage (>=5.0.0,<5.1.0)", "pytest", "pytest-cov", "pytest-env", "pytest-xdist", "toml"]
+
 [[package]]
 name = "termcolor"
 version = "2.4.0"
@@ -3674,7 +4197,7 @@ dev = ["aiohttp (>=3.8)", "codecov (>=2.1)", "flake8 (>=4.0)", "pytest (>=7.0)",
 name = "tifffile"
 version = "2024.7.2"
 description = "Read and write TIFF files"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -3700,6 +4223,18 @@ files = [
     {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
 ]
 
+[[package]]
+name = "toolz"
+version = "1.0.0"
+description = "List processing tools and functional utilities"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "toolz-1.0.0-py3-none-any.whl", hash = "sha256:292c8f1c4e7516bf9086f8850935c799a874039c8bcf959d47b600e4c44a6236"},
+    {file = "toolz-1.0.0.tar.gz", hash = "sha256:2c86e3d9a04798ac556793bced838816296a2f085017664e4995cb40a1047a02"},
+]
+
 [[package]]
 name = "toposort"
 version = "1.10"
@@ -3712,6 +4247,49 @@ files = [
     {file = "toposort-1.10.tar.gz", hash = "sha256:bfbb479c53d0a696ea7402601f4e693c97b0367837c8898bc6471adfca37a6bd"},
 ]
 
+[[package]]
+name = "tornado"
+version = "6.4.2"
+description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:e828cce1123e9e44ae2a50a9de3055497ab1d0aeb440c5ac23064d9e44880da1"},
+    {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:072ce12ada169c5b00b7d92a99ba089447ccc993ea2143c9ede887e0937aa803"},
+    {file = "tornado-6.4.2-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1a017d239bd1bb0919f72af256a970624241f070496635784d9bf0db640d3fec"},
+    {file = "tornado-6.4.2-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c36e62ce8f63409301537222faffcef7dfc5284f27eec227389f2ad11b09d946"},
+    {file = "tornado-6.4.2-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bca9eb02196e789c9cb5c3c7c0f04fb447dc2adffd95265b2c7223a8a615ccbf"},
+    {file = "tornado-6.4.2-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:304463bd0772442ff4d0f5149c6f1c2135a1fae045adf070821c6cdc76980634"},
+    {file = "tornado-6.4.2-cp38-abi3-musllinux_1_2_i686.whl", hash = "sha256:c82c46813ba483a385ab2a99caeaedf92585a1f90defb5693351fa7e4ea0bf73"},
+    {file = "tornado-6.4.2-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:932d195ca9015956fa502c6b56af9eb06106140d844a335590c1ec7f5277d10c"},
+    {file = "tornado-6.4.2-cp38-abi3-win32.whl", hash = "sha256:2876cef82e6c5978fde1e0d5b1f919d756968d5b4282418f3146b79b58556482"},
+    {file = "tornado-6.4.2-cp38-abi3-win_amd64.whl", hash = "sha256:908b71bf3ff37d81073356a5fadcc660eb10c1476ee6e2725588626ce7e5ca38"},
+    {file = "tornado-6.4.2.tar.gz", hash = "sha256:92bad5b4746e9879fd7bf1eb21dce4e3fc5128d71601f80005afa39237ad620b"},
+]
+
+[[package]]
+name = "tqdm"
+version = "4.67.1"
+description = "Fast, Extensible Progress Meter"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
+    {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
+discord = ["requests"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
 [[package]]
 name = "traitlets"
 version = "5.14.3"
@@ -4103,7 +4681,82 @@ dpath = ">=2.1,<3.0"
 plac = ">=1.3.4,<2.0.0"
 pyyaml = ">=6.0,<7.0"
 
+[[package]]
+name = "zarr"
+version = "2.18.3"
+description = "An implementation of chunked, compressed, N-dimensional arrays for Python"
+category = "main"
+optional = false
+python-versions = ">=3.10"
+files = [
+    {file = "zarr-2.18.3-py3-none-any.whl", hash = "sha256:b1f7dfd2496f436745cdd4c7bcf8d3b4bc1dceef5fdd0d589c87130d842496dd"},
+    {file = "zarr-2.18.3.tar.gz", hash = "sha256:2580d8cb6dd84621771a10d31c4d777dca8a27706a1a89b29f42d2d37e2df5ce"},
+]
+
+[package.dependencies]
+asciitree = "*"
+fasteners = {version = "*", markers = "sys_platform != \"emscripten\""}
+numcodecs = ">=0.10.0"
+numpy = ">=1.24"
+
+[package.extras]
+docs = ["numcodecs[msgpack]", "numpydoc", "pydata-sphinx-theme", "sphinx", "sphinx-automodapi", "sphinx-copybutton", "sphinx-design", "sphinx-issues"]
+jupyter = ["ipytree (>=0.2.2)", "ipywidgets (>=8.0.0)", "notebook"]
+
+[[package]]
+name = "zarrnii"
+version = "0.1.4a1"
+description = "Package for working with OME-Zarr and NIFTI images in a unified manner, with a focus on spatial transformations"
+category = "main"
+optional = false
+python-versions = "<4.0,>=3.10"
+files = [
+    {file = "zarrnii-0.1.4a1-py3-none-any.whl", hash = "sha256:efd8e1cfb47efb13bfd1c751612e27693c69003402e8f7246aa2ae84e1c238af"},
+    {file = "zarrnii-0.1.4a1.tar.gz", hash = "sha256:067a4a344e29a814b03b4524cb56ed18683831f9e8742e0d0fc00f5de09bb0c8"},
+]
+
+[package.dependencies]
+dask = ">=2024.2.0,<2025.0.0"
+nibabel = ">=5.2.0,<6.0.0"
+numpy = ">=1.26.4,<2.0.0"
+ome-zarr = ">=0.9.0,<0.10.0"
+pandas = ">=2.2.0,<3.0.0"
+scipy = ">=1.12.0,<2.0.0"
+zarr = ">=2.17.0,<3.0.0"
+
+[[package]]
+name = "zict"
+version = "3.0.0"
+description = "Mutable mapping tools"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zict-3.0.0-py2.py3-none-any.whl", hash = "sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae"},
+    {file = "zict-3.0.0.tar.gz", hash = "sha256:e321e263b6a97aafc0790c3cfb3c04656b7066e6738c37fffcca95d803c9fba5"},
+]
+
+[[package]]
+name = "zipp"
+version = "3.21.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
+    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
+]
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
+
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.11,<3.13"
-content-hash = "73bced7c37411f578085de72da605901463feb8cbc8b9df7e94ea03cdb8f1c98"
+content-hash = "9a7500c681ae8933ec5c88528f6e543c226bf6a13668d3015d913e05106e469f"
diff --git a/pyproject.toml b/pyproject.toml
index cbabd88..a4dfae3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,6 +15,9 @@ snakemake-storage-plugin-gcs = "^1.1.1"
 gcsfs = "^2024.3.1"
 s3fs = "^2024.3.1"
 universal-pathlib = "^0.2.2"
+templateflow = "^24.2.2"
+dask = "^2024.12.0"
+zarrnii = "^0.1.4a1"
 
 [tool.poetry.group.dev.dependencies]
 snakefmt = "^0.10.0"