Add runtime environment readiness checks

envs/seg_mmcv.yml

@@ -0,0 +1,27 @@
+name: seg_mmcv
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - python=3.10
+  - pip
+  - pip:
+      - --index-url https://download.pytorch.org/whl/cu121
+      - torch==2.1.2
+      - torchvision==0.16.2
+      - --extra-index-url https://pypi.org/simple
+      - mmengine==0.10.7
+      - mmsegmentation==1.2.2
+      - -f https://download.openmmlab.com/mmcv/dist/cu121/torch2.1/index.html
+      - mmcv==2.1.0
+      - numpy<2
+      - opencv-python<4.12
+      - ftfy
+      - regex
+      - matplotlib
+      - pandas
+      - scikit-learn
+      - scipy
+      - seaborn
+      - tqdm
+      - tensorboard

envs/seg_smp.yml

@@ -0,0 +1,31 @@
+name: seg_smp
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - python=3.11
+  - pip
+  - pip:
+      - --extra-index-url https://download.pytorch.org/whl/cu124
+      - fastapi>=0.110
+      - uvicorn[standard]>=0.27
+      - pydantic>=2
+      - python-multipart>=0.0.9
+      - pytest>=8
+      - torch==2.6.0
+      - torchvision==0.21.0
+      - opencv-python<4.12
+      - numpy<2
+      - albumentations
+      - segmentation-models-pytorch
+      - ultralytics
+      - mmengine
+      - mmsegmentation==1.2.2
+      - mmcv-lite
+      - matplotlib
+      - pandas
+      - scikit-learn
+      - scipy
+      - seaborn
+      - tqdm
+      - tensorboard