diff --git a/Birders_Guide_Installer.sh b/Birders_Guide_Installer.sh
index 332c4dc..36998d7 100755
--- a/Birders_Guide_Installer.sh
+++ b/Birders_Guide_Installer.sh
@@ -1,6 +1,7 @@
 #!/usr/bin/env bash
 set -e
 my_dir=${HOME}/BirdNET-Pi
+branch=main
 trap '${my_dir}/scripts/dump_logs.sh && exit' EXIT SIGHUP SIGINT
 
 
@@ -44,7 +45,7 @@ EOF
   echo
   echo "Installing stage 2 installation script now."
   cd ~
-  curl -s -O "https://raw.githubusercontent.com/mcguirepr89/BirdNET-Pi/main/Birders_Guide_Installer.sh"
+  curl -s -O "https://raw.githubusercontent.com/mcguirepr89/BirdNET-Pi/${branch}/Birders_Guide_Installer.sh"
   chmod +x Birders_Guide_Installer.sh
   cat << EOF | sudo tee /etc/systemd/user/birdnet-system-installer.service &> /dev/null
 [Unit]
@@ -106,9 +107,10 @@ stage_2() {
   echo
   if [ ! -d ${my_dir} ];then
     cd ~ || exit 1
-    echo "Cloning the BirdNET-Pi repository in your home directory"
-    git clone https://github.com/mcguirepr89/BirdNET-Pi.git ~/BirdNET-Pi
-    cd BirdNET-Pi && git checkout main
+    echo "Cloning the BirdNET-Pi repository $branch branch into your home directory"
+    git clone -b ${branch} https://github.com/mcguirepr89/BirdNET-Pi.git ~/BirdNET-Pi
+  else
+    cd ${my_dir} && git checkout ${branch}
   fi
 
   if [ -f ${my_dir}/Birders_Guide_Installer_Configuration.txt ];then
@@ -122,7 +124,7 @@ and then close the Mouse Pad editing window to continue."
     else
       editor=mousepad
     fi
-    $editor ${my_dir}/Birders_Guide_Installer_Configuration.txt &> /dev/null
+    $editor ${my_dir}/Birders_Guide_Installer_Configuration.txt
     while pgrep $editor &> /dev/null;do
       sleep 1
     done
@@ -410,7 +412,7 @@ SYSTEMD_MOUNT=$(echo ${RECS_DIR#/} | tr / -).mount
 ## VENV is the virtual environment where the the BirdNET python build is found,
 ## i.e, VENV is the virtual environment miniforge built for BirdNET.
 
-VENV=${my_dir}/miniforge/envs/birdnet
+VENV=${my_dir}/birdnet
 
 ################################################################################
 #---------------------------------- Testing -----------------------------------#
diff --git a/example/XC558716 - Soundscape.mp3 b/example/XC558716 - Soundscape.mp3
deleted file mode 100755
index 7f109df..0000000
Binary files a/example/XC558716 - Soundscape.mp3 and /dev/null differ
diff --git a/example/XC563936 - Soundscape.mp3 b/example/XC563936 - Soundscape.mp3
deleted file mode 100755
index d21a238..0000000
Binary files a/example/XC563936 - Soundscape.mp3 and /dev/null differ
diff --git a/example/custom_species_list.txt b/example/custom_species_list.txt
deleted file mode 100755
index dd53047..0000000
--- a/example/custom_species_list.txt
+++ /dev/null
@@ -1,3 +0,0 @@
-Poecile atricapillus_Black-capped Chickadee
-Junco hyemalis_Dark-eyed Junco
-Pipilo maculatus_Spotted Towhee
\ No newline at end of file
diff --git a/result.csv b/result.csv
deleted file mode 100644
index 94718ab..0000000
--- a/result.csv
+++ /dev/null
@@ -1,2 +0,0 @@
-Start (s);End (s);Scientific name;Common name;Confidence
-0.0;3.0;Columba livia;Rock Pigeon;0.18658808
diff --git a/scripts/birdnet_analysis.sh b/scripts/birdnet_analysis.sh
index 92674bb..d8f32c5 100755
--- a/scripts/birdnet_analysis.sh
+++ b/scripts/birdnet_analysis.sh
@@ -108,7 +108,7 @@ run_analysis() {
 --overlap "${OVERLAP}" \
 --sensitivity "${SENSITIVITY}" \
 --min_conf "${CONFIDENCE}""
-      python3 analyze.py \
+      "${VENV}"/bin/python analyze.py \
         --i "${1}/${i}" \
         --o "${1}/${i}.csv" \
         --lat "${LATITUDE}" \
@@ -128,7 +128,7 @@ run_analysis() {
 --sensitivity "${SENSITIVITY}" \
 --min_conf "${CONFIDENCE}" \
 --custom_list "${CUSTOM_LIST}""
-      python3 analyze.py \
+      "${VENV}"/bin/python analyze.py \
         --i "${1}/${i}" \
         --o "${1}/${i}.csv" \
         --lat "${LATITUDE}" \
diff --git a/scripts/install_birdnet.sh b/scripts/install_birdnet.sh
index 8676205..458f99c 100755
--- a/scripts/install_birdnet.sh
+++ b/scripts/install_birdnet.sh
@@ -47,22 +47,27 @@ install_deps() {
 
 install_birdnet() {
   cd ~/BirdNET-Pi || exit 1
+  echo "Establishing a python virtual environment"
+  python3 -m venv birdnet
+  source ./birdnet/bin/activate
   echo "Upgrading pip, wheel, and setuptools"
-  sudo pip3 install --upgrade pip wheel setuptools
-  echo "Fetching the TFLite pre-built binaries"
-  TFLITE_URL="https://drive.google.com/uc?export=download&id=1dlEbugFDJXs-YDBCUC6WjADVtIttWxZA"
-  curl -c /tmp/cookie ${TFLITE_URL}
-  CODE="$(awk '/_warning_/ {print $NF}' /tmp/cookie)"
-  TF_COOKIE="https://drive.google.com/uc?export=download&confirm=${CODE}&id=1dlEbugFDJXs-YDBCUC6WjADVtIttWxZA"
-  curl -Lb /tmp/cookie ${TF_COOKIE} -o tflite_runtime-2.6.0-cp37-none-linux_aarch64.whl
-  echo "Installing the new TFLite bin wheel"
-  sudo pip3 install --upgrade tflite_runtime-2.6.0-cp37-none-linux_aarch64.whl
+  pip3 install --upgrade pip wheel setuptools
+  if [ ! -f $(dirname ${my_dir})/tflite_runtime-2.6.0-cp37-none-linux_aarch64.whl ];then
+    echo "Fetching the TFLite pre-built binaries"
+    TFLITE_URL="https://drive.google.com/uc?export=download&id=1dlEbugFDJXs-YDBCUC6WjADVtIttWxZA"
+    curl -c /tmp/cookie ${TFLITE_URL}
+    CODE="$(awk '/_warning_/ {print $NF}' /tmp/cookie)"
+    TF_COOKIE="https://drive.google.com/uc?export=download&confirm=${CODE}&id=1dlEbugFDJXs-YDBCUC6WjADVtIttWxZA"
+    curl -Lb /tmp/cookie ${TF_COOKIE} -o tflite_runtime-2.6.0-cp37-none-linux_aarch64.whl
+  fi
+  echo "Installing the TFLite bin wheel"
+  pip3 install --upgrade tflite_runtime-2.6.0-cp37-none-linux_aarch64.whl
   echo "Installing colorama==0.4.4"
-  sudo pip3 install colorama==0.4.4
+  pip3 install colorama==0.4.4
   echo "Installing librosa"
-  sudo pip3 install librosa
+  pip3 install librosa
   echo "Installing mysql-connector-python"
-  sudo pip3 install mysql-connector-python
+  pip3 install mysql-connector-python
 }
 
 read -sp "\
diff --git a/scripts/install_config.sh b/scripts/install_config.sh
index 1b1457e..0e1b968 100755
--- a/scripts/install_config.sh
+++ b/scripts/install_config.sh
@@ -435,7 +435,7 @@ SYSTEMD_MOUNT=$(echo ${RECS_DIR#/} | tr / -).mount
 ## VENV is the virtual environment where the the BirdNET python build is found,
 ## i.e, VENV is the virtual environment miniforge built for BirdNET.
 
-VENV=$(dirname ${my_dir})/miniforge/envs/birdnet
+VENV=$(dirname ${my_dir})/birdnet
 
 ################################################################################
 #---------------------------------- Testing -----------------------------------#
diff --git a/tflite_runtime-2.6.0-cp37-none-linux_aarch64.whl b/tflite_runtime-2.6.0-cp37-none-linux_aarch64.whl
new file mode 100644
index 0000000..23019b9
Binary files /dev/null and b/tflite_runtime-2.6.0-cp37-none-linux_aarch64.whl differ