Use pip for installing albumentations and avoid reinstalling OpenCV

.conda/bld.bat

@@ -7,7 +7,7 @@ set PIP_IGNORE_INSTALLED=False
 
 @REM Install the pip dependencies. Note: Using urls to wheels might be better: 
 @REM https://docs.conda.io/projects/conda-build/en/stable/user-guide/wheel-files.html)
-pip install --no-cache-dir -r .\requirements.txt
+pip install --no-cache-dir -r .\requirements.txt --no-binary qudida,albumentations
 
 @REM Install sleap itself. This does not install the requirements, but will list which 
 @REM requirements are missing (see "install_requires") when user attempts to install.

.conda/build.sh

@@ -7,7 +7,7 @@ export PIP_IGNORE_INSTALLED=False
 
 # Install the pip dependencies. Note: Using urls to wheels might be better: 
 # https://docs.conda.io/projects/conda-build/en/stable/user-guide/wheel-files.html)
-pip install --no-cache-dir -r ./requirements.txt
+pip install --no-cache-dir -r ./requirements.txt --no-binary qudida,albumentations
 
 
 # Install sleap itself. This does not install the requirements, but will list which 

.conda/meta.yaml

@@ -33,7 +33,6 @@ requirements:
     - conda-forge::attrs ==21.4.0
     - conda-forge::cattrs ==1.1.1
     - conda-forge::h5py ==3.1  # [not win]
-    - conda-forge::albumentations
     - conda-forge::jsmin
     - conda-forge::jsonpickle ==1.2
     - conda-forge::networkx
@@ -61,7 +60,6 @@ requirements:
     - conda-forge::cudnn=8.2.1
     - nvidia::cuda-nvcc=11.3
     - conda-forge::h5py ==3.1  # [not win]
-    - conda-forge::albumentations
     - conda-forge::jsmin
     - conda-forge::jsonpickle ==1.2
     - conda-forge::networkx

.conda_mac/build.sh

@@ -7,6 +7,6 @@ export PIP_NO_INDEX=False
 export PIP_NO_DEPENDENCIES=False
 export PIP_IGNORE_INSTALLED=False
 
-pip install --no-cache-dir -r requirements.txt
+pip install --no-cache-dir -r requirements.txt --no-binary qudida,albumentations
 
 python setup.py install --single-version-externally-managed --record=record.txt

.conda_mac/meta.yaml

@@ -34,7 +34,6 @@ requirements:
     - conda-forge::attrs >=21.2.0
     - conda-forge::cattrs ==1.1.1
     - conda-forge::h5py
-    - conda-forge::imgaug ==0.4.0
     - conda-forge::jsmin
     - conda-forge::jsonpickle ==1.2
     - conda-forge::keras <2.10.0,>=2.9.0rc0  # Required by tensorflow-macos
@@ -61,7 +60,6 @@ requirements:
     - conda-forge::attrs >=21.2.0
     - conda-forge::cattrs ==1.1.1
     - conda-forge::h5py
-    - conda-forge::imgaug ==0.4.0
     - conda-forge::jsmin
     - conda-forge::jsonpickle ==1.2
     - conda-forge::keras <2.10.0,>=2.9.0rc0  # Required by tensorflow-macos

environment.yml

@@ -12,7 +12,6 @@ dependencies:
     # Packages SLEAP uses directly
     - conda-forge::attrs >=21.2.0  #,<=21.4.0
     - conda-forge::cattrs ==1.1.1
-    - conda-forge::albumentations
     - conda-forge::jsmin
     - conda-forge::jsonpickle ==1.2
     - conda-forge::networkx
@@ -46,4 +45,4 @@ dependencies:
 
     - pip:  
         - "--editable=.[conda_dev]"
-
+        - "--no-binary qudida,albumentations"

environment_mac.yml

@@ -38,3 +38,4 @@ dependencies:
     - conda-forge::tensorflow-hub
     - pip:
         - "--editable=.[conda_dev]"
+        - "--no-binary qudida,albumentations"

environment_no_cuda.yml

@@ -41,3 +41,4 @@ dependencies:
 
     - pip:  
         - "--editable=.[conda_dev]"
+        - "--no-binary qudida,albumentations"

requirements.txt

@@ -12,3 +12,5 @@ tensorflow-metal==0.5.0; sys_platform == 'darwin' and platform_machine == 'arm64
 # Conda installing results in https://github.com/h5py/h5py/issues/2037
 h5py<3.2; sys_platform == 'win32'  # Newer versions result in error above, linking issue in Linux
 pynwb>=2.3.3  # 2.0.0 required by ndx-pose, 2.3.3 fixes importlib-metadata incompatibility
+
+albumentations