diff --git a/conda_environments/environment_MacOS_BigSur.11.4.yml b/conda_environments/environment_MacOS_BigSur.11.4.yml
index c7a87da..cea3ec3 100644
--- a/conda_environments/environment_MacOS_BigSur.11.4.yml
+++ b/conda_environments/environment_MacOS_BigSur.11.4.yml
@@ -198,5 +198,10 @@ dependencies:
   - zipp=3.4.1=pyhd8ed1ab_0
   - zlib=1.2.11=h7795811_1010
   - zstd=1.4.9=h582d3a0_0
+  - pip:
+    - nvidia-cublas-cu11==11.10.3.66
+    - nvidia-cuda-nvrtc-cu11==11.7.99
+    - nvidia-cuda-runtime-cu11==11.7.99
+    - nvidia-cudnn-cu11==8.5.0.96
+    - torch==1.13.1
 prefix: /home/jacob/miniconda3/envs/species-id
-
diff --git a/conda_environments/environment_MacOS_BigSur.11.6.yml b/conda_environments/environment_MacOS_BigSur.11.6.yml
index 8b30741..5d60eea 100644
--- a/conda_environments/environment_MacOS_BigSur.11.6.yml
+++ b/conda_environments/environment_MacOS_BigSur.11.6.yml
@@ -365,8 +365,13 @@ dependencies:
     - jmespath==0.10.0
     - mediapipe==0.8.8.1
     - numpy==1.21.2
+    - nvidia-cublas-cu11==11.10.3.66
+    - nvidia-cuda-nvrtc-cu11==11.7.99
+    - nvidia-cuda-runtime-cu11==11.7.99
+    - nvidia-cudnn-cu11==8.5.0.96
     - opencv-contrib-python==4.5.5.62
     - protobuf==3.19.4
     - s3transfer==0.5.1
+    - torch==1.13.1
     - typing-extensions==3.10.0.2
 prefix: /Users/mugetronblue/opt/anaconda3
diff --git a/conda_environments/environment_Ubuntu16.04.yaml b/conda_environments/environment_Ubuntu16.04.yaml
index 3b6a4ca..8d69d3a 100644
--- a/conda_environments/environment_Ubuntu16.04.yaml
+++ b/conda_environments/environment_Ubuntu16.04.yaml
@@ -194,7 +194,12 @@ dependencies:
   - zlib=1.2.11=h7b6447c_3
   - pip:
     - numpy==1.18.5
+    - nvidia-cublas-cu11==11.10.3.66
+    - nvidia-cuda-nvrtc-cu11==11.7.99
+    - nvidia-cuda-runtime-cu11==11.7.99
+    - nvidia-cudnn-cu11==8.5.0.96
     - opt-einsum==3.3.0
     - scipy==1.4.1
     - tensorflow-estimator==2.3.0
+    - torch==1.13.1
 prefix: /home/jacob/anaconda3/envs/species-id
diff --git a/conda_environments/environment_Ubuntu18.04.yml b/conda_environments/environment_Ubuntu18.04.yml
index f391748..43aec96 100644
--- a/conda_environments/environment_Ubuntu18.04.yml
+++ b/conda_environments/environment_Ubuntu18.04.yml
@@ -205,5 +205,11 @@ dependencies:
   - zipp=3.4.1=pyhd8ed1ab_0
   - zlib=1.2.11=h516909a_1010
   - zstd=1.4.9=ha95c52a_0
+  - pip:
+    - nvidia-cublas-cu11==11.10.3.66
+    - nvidia-cuda-nvrtc-cu11==11.7.99
+    - nvidia-cuda-runtime-cu11==11.7.99
+    - nvidia-cudnn-cu11==8.5.0.96
+    - torch==1.13.1
 prefix: /home/jacob/miniconda3/envs/species-id
 
diff --git a/conda_environments/environment_Ubuntu20.04.yml b/conda_environments/environment_Ubuntu20.04.yml
index bee2171..104660c 100644
--- a/conda_environments/environment_Ubuntu20.04.yml
+++ b/conda_environments/environment_Ubuntu20.04.yml
@@ -201,24 +201,29 @@ dependencies:
   - zlib=1.2.11=h516909a_1010
   - zstd=1.4.9=ha95c52a_0
   - pip:
-    - astunparse==1.6.3
-    - cachetools==5.0.0
-    - flatbuffers==2.0
-    - google-auth==2.6.6
-    - google-auth-oauthlib==0.4.6
-    - keras==2.8.0
-    - libclang==14.0.1
-    - oauthlib==3.2.0
-    - opt-einsum==3.3.0
-    - pyasn1==0.4.8
-    - pyasn1-modules==0.2.8
-    - requests-oauthlib==1.3.1
-    - rsa==4.8
-    - seaborn==0.11.2
-    - tensorboard==2.8.0
-    - tensorboard-data-server==0.6.1
-    - tensorboard-plugin-wit==1.8.1
-    - tensorflow==2.8.0
-    - tensorflow-io-gcs-filesystem==0.25.0
-    - tf-estimator-nightly==2.8.0.dev2021122109
+      - astunparse==1.6.3
+      - cachetools==5.0.0
+      - flatbuffers==2.0
+      - google-auth==2.6.6
+      - google-auth-oauthlib==0.4.6
+      - keras==2.8.0
+      - libclang==14.0.1
+      - nvidia-cublas-cu11==11.10.3.66
+      - nvidia-cuda-nvrtc-cu11==11.7.99
+      - nvidia-cuda-runtime-cu11==11.7.99
+      - nvidia-cudnn-cu11==8.5.0.96
+      - oauthlib==3.2.0
+      - opt-einsum==3.3.0
+      - pyasn1==0.4.8
+      - pyasn1-modules==0.2.8
+      - requests-oauthlib==1.3.1
+      - rsa==4.8
+      - seaborn==0.11.2
+      - tensorboard==2.8.0
+      - tensorboard-data-server==0.6.1
+      - tensorboard-plugin-wit==1.8.1
+      - tensorflow==2.8.0
+      - tensorflow-io-gcs-filesystem==0.25.0
+      - tf-estimator-nightly==2.8.0.dev2021122109
+      - torch==1.13.1
 prefix: /home/jacob/miniconda3/envs/species-id
diff --git a/conda_environments/environment_Windows10.yml b/conda_environments/environment_Windows10.yml
index 4d903a3..5159056 100644
--- a/conda_environments/environment_Windows10.yml
+++ b/conda_environments/environment_Windows10.yml
@@ -175,6 +175,10 @@ dependencies:
     - google-auth-oauthlib==0.4.6
     - keras==2.8.0
     - libclang==14.0.1
+    - nvidia-cublas-cu11==11.10.3.66
+    - nvidia-cuda-nvrtc-cu11==11.7.99
+    - nvidia-cuda-runtime-cu11==11.7.99
+    - nvidia-cudnn-cu11==8.5.0.96
     - oauthlib==3.2.0
     - opt-einsum==3.3.0
     - pyasn1==0.4.8
@@ -188,4 +192,5 @@ dependencies:
     - tensorflow==2.8.0
     - tensorflow-io-gcs-filesystem==0.25.0
     - tf-estimator-nightly==2.8.0.dev2021122109
+    - torch==1.13.1
 prefix: C:\Users\Jacob\miniconda3\envs\species-id
diff --git a/conda_environments/environment_tweety_Windows10.yml b/conda_environments/environment_tweety_Windows10.yml
index 53955b3..85e0389 100644
Binary files a/conda_environments/environment_tweety_Windows10.yml and b/conda_environments/environment_tweety_Windows10.yml differ
diff --git a/conda_environments/windows_environment_Tweety.yml b/conda_environments/windows_environment_Tweety.yml
index 112d48d..117985e 100644
Binary files a/conda_environments/windows_environment_Tweety.yml and b/conda_environments/windows_environment_Tweety.yml differ