From 6a6e2ab2bd926c9ac9b53e8bfd18483267c0db55 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@ics.forth.gr>
Date: Wed, 25 Oct 2023 16:24:31 +0300
Subject: [PATCH 01/41] add a docker script..

---
 docker/Dockerfile          | 75 ++++++++++++++++++++++++++++++++++++++
 docker/build_and_deploy.sh | 44 ++++++++++++++++++++++
 docker/initialize.sh       | 34 +++++++++++++++++
 3 files changed, 153 insertions(+)
 create mode 100644 docker/Dockerfile
 create mode 100755 docker/build_and_deploy.sh
 create mode 100755 docker/initialize.sh

diff --git a/docker/Dockerfile b/docker/Dockerfile
new file mode 100644
index 000000000..0f1237c88
--- /dev/null
+++ b/docker/Dockerfile
@@ -0,0 +1,75 @@
+FROM tensorflow/tensorflow:latest-gpu
+
+ARG user_id
+ARG root_psw="12345678"
+ARG user_psw="ok"
+ARG user_name=user
+
+# Installs the necessary pkgs.
+RUN \
+	echo "**** packages installation ****" \
+		&& apt-key adv --fetch-keys http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/3bf863cc.pub \
+		&& apt-get update && apt-get install -y \
+			vim \
+            build-essential \
+            cmake \
+            libopencv-dev \
+            libjpeg-dev \
+            libpng-dev \
+            libglew-dev \
+            libpthread-stubs0-dev \
+			git \
+			virtualenv \
+			time \
+			sudo \
+			wget \
+			nano \
+            python3.8-venv \
+            libboost-program-options-dev \
+            libboost-filesystem-dev \
+            libboost-graph-dev \
+            libboost-regex-dev \
+            libboost-system-dev \
+            libboost-test-dev \
+            libeigen3-dev \
+            libsuitesparse-dev \
+            libfreeimage-dev \
+            libgoogle-glog-dev \
+            libgflags-dev \
+            libglew-dev \
+            qtbase5-dev \
+            libqt5opengl5-dev \
+            libcgal-dev \
+            libcgal-qt5-dev \
+            libmetis-dev \
+            libflann-dev \
+            libatlas-base-dev \
+            libsuitesparse-dev \
+	&& echo "**** python pip update ****" \
+		&& /usr/bin/python3 -m pip install --upgrade pip \
+	&& echo "**** aliases for l and ll commands creation ****" \
+		&& echo -e 'ls --color=auto "$@"' > /usr/bin/l \
+		&& echo -e 'ls -lah --color=auto "$@"' > /usr/bin/ll \
+    	&& chmod +x /usr/bin/ll /usr/bin/l \
+	&& echo "**** history-search-backward by pressing F8 ****" \
+		&& sed -i 's/# "\\e\[5~": history-search-backward/"\\e\[19~": history-search-backward/' /etc/inputrc \
+	&& echo "**** root password creation ****" \
+		&& echo "root:${root_psw}" | chpasswd \
+	&& echo "**** user creation ****" \
+		&& useradd -m -s /usr/bin/bash -u ${user_id} -G sudo ${user_name} \
+		&& echo "${user_name}:${user_psw}" | chpasswd \
+		&& chown -R ${user_name}:${user_name} /home/${user_name}/ \
+		&& mkdir /home/${user_name}/workspace/ \
+        && chown -R user:user /home/${user_name}/workspace
+
+
+USER ${user_name} 
+WORKDIR /home/${user_name}/
+ 
+
+#Read/Write: git clone ssh://ics\\ammarkov@cvrlcode.ics.forth.gr:29418/users/ammarkov/ammarkov.git
+#Read only: git clone https://ics\\ammarkov@cvrlcode.ics.forth.gr:8443/r/users/ammarkov/ammarkov.git
+
+RUN git config --global http.sslverify false
+RUN cd /home/${user_name}/workspace && git clone --recursive https://github.com/graphdeco-inria/gaussian-splatting && cd gaussian-splatting && ./docker/initialize.sh
+
diff --git a/docker/build_and_deploy.sh b/docker/build_and_deploy.sh
new file mode 100755
index 000000000..a8c97b191
--- /dev/null
+++ b/docker/build_and_deploy.sh
@@ -0,0 +1,44 @@
+#!/usr/bin/env bash
+# This script builds and runs a docker image for local use.
+
+#Although I dislike the use of docker for a myriad of reasons, due needing it to deploy on a particular machine
+#I am adding a docker container builder for the repository to automate the process
+
+
+DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
+cd "$DIR"
+cd ..
+REPOSITORY=`pwd`
+
+cd "$DIR"
+
+NAME="mocapnet"
+dockerfile_pth="$DIR"
+mount_pth="$REPOSITORY"
+
+# update tensorflow image
+docker pull tensorflow/tensorflow:latest-gpu
+
+# build and run tensorflow
+docker build \
+	-t $NAME \
+	$dockerfile_pth \
+	--build-arg user_id=$UID
+
+docker run -d \
+	--gpus all \
+	--shm-size 8G \
+	-it \
+	--name $NAME-container \
+	-v $mount_pth:/home/user/workspace \
+	$NAME
+
+
+docker ps -a
+
+OUR_DOCKER_ID=`docker ps -a | grep mocapnet | cut -f1 -d' '`
+echo "Our docker ID is : $OUR_DOCKER_ID"
+echo "Attaching it using : docker attach $OUD_DOCKER_ID"
+docker attach $OUR_DOCKER_ID
+
+exit 0
diff --git a/docker/initialize.sh b/docker/initialize.sh
new file mode 100755
index 000000000..ae6d20700
--- /dev/null
+++ b/docker/initialize.sh
@@ -0,0 +1,34 @@
+#!/bin/bash
+
+
+git clone https://ceres-solver.googlesource.com/ceres-solver
+cd ceres-solver
+git checkout $(git describe --tags) # Checkout the latest release
+mkdir build
+cd build
+cmake .. -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF -DCMAKE_CUDA_ARCHITECTURES=native
+make
+sudo make install
+cd ..
+cd ..
+
+
+git clone https://github.com/colmap/colmap
+cd colmap
+git checkout dev
+mkdir build
+cd build
+cmake .. -DCMAKE_CUDA_ARCHITECTURES=native
+make
+sudo make install
+CC=/usr/bin/gcc-6 CXX=/usr/bin/g++-6 cmake ..
+cd ..
+cd ..
+
+
+pip install -q plyfile 
+
+pip install -q https://huggingface.co/camenduru/gaussian-splatting/resolve/main/diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
+pip install -q https://huggingface.co/camenduru/gaussian-splatting/resolve/main/simple_knn-0.0.0-cp310-cp310-linux_x86_64.whl
+
+exit 0

From 5f664812e1a06d3ed7d3d88d89885ca66e9a1bc9 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@ics.forth.gr>
Date: Wed, 25 Oct 2023 16:26:45 +0300
Subject: [PATCH 02/41] ...

---
 docker/Dockerfile          | 3 ---
 docker/build_and_deploy.sh | 4 ++--
 2 files changed, 2 insertions(+), 5 deletions(-)

diff --git a/docker/Dockerfile b/docker/Dockerfile
index 0f1237c88..7e1782fcb 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -65,10 +65,7 @@ RUN \
 
 USER ${user_name} 
 WORKDIR /home/${user_name}/
- 
 
-#Read/Write: git clone ssh://ics\\ammarkov@cvrlcode.ics.forth.gr:29418/users/ammarkov/ammarkov.git
-#Read only: git clone https://ics\\ammarkov@cvrlcode.ics.forth.gr:8443/r/users/ammarkov/ammarkov.git
 
 RUN git config --global http.sslverify false
 RUN cd /home/${user_name}/workspace && git clone --recursive https://github.com/graphdeco-inria/gaussian-splatting && cd gaussian-splatting && ./docker/initialize.sh
diff --git a/docker/build_and_deploy.sh b/docker/build_and_deploy.sh
index a8c97b191..7d5f1927b 100755
--- a/docker/build_and_deploy.sh
+++ b/docker/build_and_deploy.sh
@@ -12,7 +12,7 @@ REPOSITORY=`pwd`
 
 cd "$DIR"
 
-NAME="mocapnet"
+NAME="gaussian-splatting"
 dockerfile_pth="$DIR"
 mount_pth="$REPOSITORY"
 
@@ -36,7 +36,7 @@ docker run -d \
 
 docker ps -a
 
-OUR_DOCKER_ID=`docker ps -a | grep mocapnet | cut -f1 -d' '`
+OUR_DOCKER_ID=`docker ps -a | grep gaussian-splatting | cut -f1 -d' '`
 echo "Our docker ID is : $OUR_DOCKER_ID"
 echo "Attaching it using : docker attach $OUD_DOCKER_ID"
 docker attach $OUR_DOCKER_ID

From 0e71e38377bea300fef6b9ae86606e721ea595db Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@ics.forth.gr>
Date: Wed, 25 Oct 2023 16:37:27 +0300
Subject: [PATCH 03/41] ...

---
 docker/Dockerfile | 1 -
 1 file changed, 1 deletion(-)

diff --git a/docker/Dockerfile b/docker/Dockerfile
index 7e1782fcb..5bda55db3 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -24,7 +24,6 @@ RUN \
 			sudo \
 			wget \
 			nano \
-            python3.8-venv \
             libboost-program-options-dev \
             libboost-filesystem-dev \
             libboost-graph-dev \

From dba95512e0457c3b5d14bc640fdc5bd4d14487a9 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@ics.forth.gr>
Date: Wed, 25 Oct 2023 16:40:51 +0300
Subject: [PATCH 04/41] ...

---
 docker/Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker/Dockerfile b/docker/Dockerfile
index 5bda55db3..44ba34060 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -67,5 +67,5 @@ WORKDIR /home/${user_name}/
 
 
 RUN git config --global http.sslverify false
-RUN cd /home/${user_name}/workspace && git clone --recursive https://github.com/graphdeco-inria/gaussian-splatting && cd gaussian-splatting && ./docker/initialize.sh
+RUN cd /home/${user_name}/workspace && git clone --recursive https://github.com/graphdeco-inria/gaussian-splatting && cd gaussian-splatting && docker/initialize.sh
 

From 74b996fcc3d8d68b0ebeabd9ded45f95c6450824 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@ics.forth.gr>
Date: Wed, 25 Oct 2023 16:42:24 +0300
Subject: [PATCH 05/41] ...

---
 docker/Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker/Dockerfile b/docker/Dockerfile
index 44ba34060..233a897d2 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -67,5 +67,5 @@ WORKDIR /home/${user_name}/
 
 
 RUN git config --global http.sslverify false
-RUN cd /home/${user_name}/workspace && git clone --recursive https://github.com/graphdeco-inria/gaussian-splatting && cd gaussian-splatting && docker/initialize.sh
+RUN cd /home/${user_name}/workspace && git clone --recursive https://github.com/graphdeco-inria/gaussian-splatting && cd gaussian-splatting # && docker/initialize.sh
 

From e16749ab9b7ae30af40346249bc5f875b630db99 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@ics.forth.gr>
Date: Wed, 25 Oct 2023 18:57:21 +0300
Subject: [PATCH 06/41] ....

---
 docker/Dockerfile    |  4 ++++
 docker/initialize.sh | 12 ++++++++----
 docker/run.sh        | 18 ++++++++++++++++++
 3 files changed, 30 insertions(+), 4 deletions(-)
 create mode 100755 docker/run.sh

diff --git a/docker/Dockerfile b/docker/Dockerfile
index 233a897d2..456167cc0 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -13,6 +13,8 @@ RUN \
 			vim \
             build-essential \
             cmake \
+            ffmpeg \
+            freeglut3-dev \
             libopencv-dev \
             libjpeg-dev \
             libpng-dev \
@@ -20,6 +22,8 @@ RUN \
             libpthread-stubs0-dev \
 			git \
 			virtualenv \
+            sqlite3 \
+            libsqlite3-dev \
 			time \
 			sudo \
 			wget \
diff --git a/docker/initialize.sh b/docker/initialize.sh
index ae6d20700..8ea727c31 100755
--- a/docker/initialize.sh
+++ b/docker/initialize.sh
@@ -1,12 +1,16 @@
 #!/bin/bash
 
 
+#git clone https://github.com/NVIDIA/cuda-samples
+#cd cuda-samples
+
+
 git clone https://ceres-solver.googlesource.com/ceres-solver
 cd ceres-solver
 git checkout $(git describe --tags) # Checkout the latest release
 mkdir build
 cd build
-cmake .. -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF -DCMAKE_CUDA_ARCHITECTURES=native
+cmake .. -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF -DUSE_CUDA=OFF #-DCMAKE_CUDA_ARCHITECTURES=native
 make
 sudo make install
 cd ..
@@ -18,7 +22,7 @@ cd colmap
 git checkout dev
 mkdir build
 cd build
-cmake .. -DCMAKE_CUDA_ARCHITECTURES=native
+cmake .. -DCMAKE_CUDA_ARCHITECTURES=native -DCUDA_ENABLED=OFF 
 make
 sudo make install
 CC=/usr/bin/gcc-6 CXX=/usr/bin/g++-6 cmake ..
@@ -28,7 +32,7 @@ cd ..
 
 pip install -q plyfile 
 
-pip install -q https://huggingface.co/camenduru/gaussian-splatting/resolve/main/diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
-pip install -q https://huggingface.co/camenduru/gaussian-splatting/resolve/main/simple_knn-0.0.0-cp310-cp310-linux_x86_64.whl
+python3.10 -m pip install -q https://huggingface.co/camenduru/gaussian-splatting/resolve/main/diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
+python3.10 -m pip install -q https://huggingface.co/camenduru/gaussian-splatting/resolve/main/simple_knn-0.0.0-cp310-cp310-linux_x86_64.whl
 
 exit 0
diff --git a/docker/run.sh b/docker/run.sh
new file mode 100755
index 000000000..1971107ca
--- /dev/null
+++ b/docker/run.sh
@@ -0,0 +1,18 @@
+#!/bin/bash
+
+DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
+cd "$DIR"
+
+
+cd ..
+
+mkdir -p $1-data/input
+mkdir -p $1-data/output
+
+ffmpeg -i $1 -qscale:v 1 -qmin 1 -vf fps={fps} $1-data/input/%04d.jpg
+
+
+python3.10 convert.py -s $1-data/ --no_gpu
+python3.10  train.py -s $1-data/ -r 1 --model_path=$1-data/output/
+
+exit 0

From 2a9c84ace34f129e97ac8ba1d86d76ae5313554d Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@ics.forth.gr>
Date: Wed, 25 Oct 2023 19:16:57 +0300
Subject: [PATCH 07/41] ...

---
 docker/Dockerfile    | 9 +++++++--
 docker/initialize.sh | 2 ++
 2 files changed, 9 insertions(+), 2 deletions(-)

diff --git a/docker/Dockerfile b/docker/Dockerfile
index 456167cc0..9cbe351a8 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -1,4 +1,5 @@
-FROM tensorflow/tensorflow:latest-gpu
+#FROM tensorflow/tensorflow:latest-gpu
+FROM nvidia/cuda:12.2.0-devel-ubuntu22.04
 
 ARG user_id
 ARG root_psw="12345678"
@@ -9,7 +10,7 @@ ARG user_name=user
 RUN \
 	echo "**** packages installation ****" \
 		&& apt-key adv --fetch-keys http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/3bf863cc.pub \
-		&& apt-get update && apt-get install -y \
+		&& apt-get update && apt-get dist-upgrade -y && apt-get install -y \
 			vim \
             build-essential \
             cmake \
@@ -48,6 +49,10 @@ RUN \
             libflann-dev \
             libatlas-base-dev \
             libsuitesparse-dev \
+            libcufft10 \
+            libcusparse11 \
+            libcublas11 \
+            libcublaslt11 \
 	&& echo "**** python pip update ****" \
 		&& /usr/bin/python3 -m pip install --upgrade pip \
 	&& echo "**** aliases for l and ll commands creation ****" \
diff --git a/docker/initialize.sh b/docker/initialize.sh
index 8ea727c31..904815faf 100755
--- a/docker/initialize.sh
+++ b/docker/initialize.sh
@@ -11,6 +11,8 @@ git checkout $(git describe --tags) # Checkout the latest release
 mkdir build
 cd build
 cmake .. -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF -DUSE_CUDA=OFF #-DCMAKE_CUDA_ARCHITECTURES=native
+
+
 make
 sudo make install
 cd ..

From 12eca4c71b8ae73021ffb4e16edbaace1cdb22d9 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Wed, 25 Oct 2023 19:50:15 +0300
Subject: [PATCH 08/41] ...

---
 docker/Dockerfile | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/docker/Dockerfile b/docker/Dockerfile
index 9cbe351a8..15a2779ed 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -1,6 +1,8 @@
 #FROM tensorflow/tensorflow:latest-gpu
 FROM nvidia/cuda:12.2.0-devel-ubuntu22.04
 
+ENV DEBIAN_FRONTEND noninteractive
+
 ARG user_id
 ARG root_psw="12345678"
 ARG user_psw="ok"

From 1ecf56bd78b02be29e46d4517836f05b353c3a7d Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Wed, 25 Oct 2023 19:50:37 +0300
Subject: [PATCH 09/41] ...

---
 docker/initialize.sh | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docker/initialize.sh b/docker/initialize.sh
index 904815faf..4af0bf127 100755
--- a/docker/initialize.sh
+++ b/docker/initialize.sh
@@ -10,7 +10,7 @@ cd ceres-solver
 git checkout $(git describe --tags) # Checkout the latest release
 mkdir build
 cd build
-cmake .. -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF -DUSE_CUDA=OFF #-DCMAKE_CUDA_ARCHITECTURES=native
+cmake .. -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF -DCMAKE_CUDA_ARCHITECTURES=native #-DUSE_CUDA=OFF 
 
 
 make
@@ -24,7 +24,7 @@ cd colmap
 git checkout dev
 mkdir build
 cd build
-cmake .. -DCMAKE_CUDA_ARCHITECTURES=native -DCUDA_ENABLED=OFF 
+cmake .. -DCMAKE_CUDA_ARCHITECTURES=native #-DCUDA_ENABLED=OFF 
 make
 sudo make install
 CC=/usr/bin/gcc-6 CXX=/usr/bin/g++-6 cmake ..

From 70211d00cab95b43621fec8b5227f8adc1f89702 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Wed, 25 Oct 2023 20:00:24 +0300
Subject: [PATCH 10/41] ...

---
 docker/initialize.sh | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docker/initialize.sh b/docker/initialize.sh
index 4af0bf127..04cfa1fe0 100755
--- a/docker/initialize.sh
+++ b/docker/initialize.sh
@@ -10,7 +10,7 @@ cd ceres-solver
 git checkout $(git describe --tags) # Checkout the latest release
 mkdir build
 cd build
-cmake .. -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF -DCMAKE_CUDA_ARCHITECTURES=native #-DUSE_CUDA=OFF 
+cmake .. -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF -DCMAKE_CUDA_ARCHITECTURES=60;70;80 #-DUSE_CUDA=OFF 
 
 
 make
@@ -24,7 +24,7 @@ cd colmap
 git checkout dev
 mkdir build
 cd build
-cmake .. -DCMAKE_CUDA_ARCHITECTURES=native #-DCUDA_ENABLED=OFF 
+cmake .. -DCMAKE_CUDA_ARCHITECTURES=60;70;80 #-DCUDA_ENABLED=OFF 
 make
 sudo make install
 CC=/usr/bin/gcc-6 CXX=/usr/bin/g++-6 cmake ..

From 4c540f3d59ea4aa6dec137a99924d3516693c2e6 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Wed, 25 Oct 2023 20:15:14 +0300
Subject: [PATCH 11/41] ...

---
 docker/initialize.sh | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/docker/initialize.sh b/docker/initialize.sh
index 04cfa1fe0..03d2f5ce3 100755
--- a/docker/initialize.sh
+++ b/docker/initialize.sh
@@ -10,7 +10,7 @@ cd ceres-solver
 git checkout $(git describe --tags) # Checkout the latest release
 mkdir build
 cd build
-cmake .. -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF -DCMAKE_CUDA_ARCHITECTURES=60;70;80 #-DUSE_CUDA=OFF 
+cmake .. -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF -DCMAKE_CUDA_ARCHITECTURES="60;70;80" #-DUSE_CUDA=OFF 
 
 
 make
@@ -24,10 +24,10 @@ cd colmap
 git checkout dev
 mkdir build
 cd build
-cmake .. -DCMAKE_CUDA_ARCHITECTURES=60;70;80 #-DCUDA_ENABLED=OFF 
+cmake .. -DCMAKE_CUDA_ARCHITECTURES="60;70;80" #-DCUDA_ENABLED=OFF 
 make
 sudo make install
-CC=/usr/bin/gcc-6 CXX=/usr/bin/g++-6 cmake ..
+#CC=/usr/bin/gcc-6 CXX=/usr/bin/g++-6 cmake ..
 cd ..
 cd ..
 
@@ -37,4 +37,7 @@ pip install -q plyfile
 python3.10 -m pip install -q https://huggingface.co/camenduru/gaussian-splatting/resolve/main/diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
 python3.10 -m pip install -q https://huggingface.co/camenduru/gaussian-splatting/resolve/main/simple_knn-0.0.0-cp310-cp310-linux_x86_64.whl
 
+
+ln -s docker/run.sh ./run.sh
+
 exit 0

From ac96e2cc2df27e8fb0bdfd26f64fd843cd154f1e Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Wed, 25 Oct 2023 20:55:49 +0300
Subject: [PATCH 12/41] add a setup script for docker..

---
 docker/setup.sh | 40 ++++++++++++++++++++++++++++++++++++++++
 1 file changed, 40 insertions(+)
 create mode 100755 docker/setup.sh

diff --git a/docker/setup.sh b/docker/setup.sh
new file mode 100755
index 000000000..313ba8a8c
--- /dev/null
+++ b/docker/setup.sh
@@ -0,0 +1,40 @@
+#!/usr/bin/env bash
+# This script builds and runs a docker image for local use.
+
+DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
+cd "$DIR"
+cd ..
+REPOSITORY=`pwd`
+
+cd "$DIR"
+
+#https://docs.nvidia.com/ai-enterprise/deployment-guide/dg-docker.html
+sudo apt-get update
+sudo apt-get install -y \
+    apt-transport-https \
+    ca-certificates \
+    curl \
+    gnupg-agent \
+    software-properties-common
+
+curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -
+sudo apt-key fingerprint 0EBFCD88
+
+sudo add-apt-repository \
+"deb [arch=amd64] https://download.docker.com/linux/ubuntu \
+$(lsb_release -cs) \
+stable"
+
+
+sudo apt-get update
+sudo apt-get install -y docker-ce docker-ce-cli containerd.io
+
+sudo docker run hello-world
+
+
+#Make sure docker group is ok
+sudo groupadd docker
+sudo usermod -aG docker $USER
+newgrp docker 
+
+exit 0

From d09b7c2d8ab5cfea0d04e8d997493b0118a699fe Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Wed, 25 Oct 2023 21:02:17 +0300
Subject: [PATCH 13/41] set a framerate..

---
 docker/run.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker/run.sh b/docker/run.sh
index 1971107ca..8a8dc7497 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -9,7 +9,7 @@ cd ..
 mkdir -p $1-data/input
 mkdir -p $1-data/output
 
-ffmpeg -i $1 -qscale:v 1 -qmin 1 -vf fps={fps} $1-data/input/%04d.jpg
+ffmpeg -i $1 -qscale:v 1 -qmin 1 -vf fps=5 $1-data/input/%04d.jpg
 
 
 python3.10 convert.py -s $1-data/ --no_gpu

From e9bb1000c640793670b28b144975d22055f0c6cf Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Wed, 25 Oct 2023 21:05:06 +0300
Subject: [PATCH 14/41] add a check..

---
 docker/run.sh | 12 ++++++++++--
 1 file changed, 10 insertions(+), 2 deletions(-)

diff --git a/docker/run.sh b/docker/run.sh
index 8a8dc7497..f140960b2 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -9,10 +9,18 @@ cd ..
 mkdir -p $1-data/input
 mkdir -p $1-data/output
 
-ffmpeg -i $1 -qscale:v 1 -qmin 1 -vf fps=5 $1-data/input/%04d.jpg
+FPS="5" #<-change this to change framerate
+
+
+if [ -f $1-data/input/0000.jpg ]
+then
+  echo "File $1 appears to have already been split .."
+else
+  ffmpeg -i $1 -qscale:v 1 -qmin 1 -vf fps=$FPS $1-data/input/%04d.jpg
+fi
 
 
 python3.10 convert.py -s $1-data/ --no_gpu
-python3.10  train.py -s $1-data/ -r 1 --model_path=$1-data/output/
+python3.10 train.py -s $1-data/ -r 1 --model_path=$1-data/output/
 
 exit 0

From 568812e0e4d3bc42787c80d36af8706298548392 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Wed, 25 Oct 2023 22:01:43 +0300
Subject: [PATCH 15/41] first file is 0001.jpg

---
 docker/run.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker/run.sh b/docker/run.sh
index f140960b2..e936e9d31 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -12,7 +12,7 @@ mkdir -p $1-data/output
 FPS="5" #<-change this to change framerate
 
 
-if [ -f $1-data/input/0000.jpg ]
+if [ -f $1-data/input/0001.jpg ]
 then
   echo "File $1 appears to have already been split .."
 else

From 16bf6862838cd33af13a2f8a6b493037c0b4b405 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@ics.forth.gr>
Date: Fri, 27 Oct 2023 12:54:26 +0300
Subject: [PATCH 16/41] ...

---
 docker/initialize.sh | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/docker/initialize.sh b/docker/initialize.sh
index 03d2f5ce3..39aeabdce 100755
--- a/docker/initialize.sh
+++ b/docker/initialize.sh
@@ -1,7 +1,7 @@
 #!/bin/bash
 
 
-#git clone https://github.com/NVIDIA/cuda-samples
+#git clone https://github.com/NVIDIA/cuda-samples #<- To Test docker Cuda image..
 #cd cuda-samples
 
 
@@ -11,8 +11,6 @@ git checkout $(git describe --tags) # Checkout the latest release
 mkdir build
 cd build
 cmake .. -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF -DCMAKE_CUDA_ARCHITECTURES="60;70;80" #-DUSE_CUDA=OFF 
-
-
 make
 sudo make install
 cd ..
@@ -27,7 +25,6 @@ cd build
 cmake .. -DCMAKE_CUDA_ARCHITECTURES="60;70;80" #-DCUDA_ENABLED=OFF 
 make
 sudo make install
-#CC=/usr/bin/gcc-6 CXX=/usr/bin/g++-6 cmake ..
 cd ..
 cd ..
 
@@ -37,6 +34,7 @@ pip install -q plyfile
 python3.10 -m pip install -q https://huggingface.co/camenduru/gaussian-splatting/resolve/main/diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
 python3.10 -m pip install -q https://huggingface.co/camenduru/gaussian-splatting/resolve/main/simple_knn-0.0.0-cp310-cp310-linux_x86_64.whl
 
+python3.10 -m pip install torchvision
 
 ln -s docker/run.sh ./run.sh
 

From 4c2d43e6fa5a445d7f4a9db9af9626eb43b1ff9e Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Sat, 28 Oct 2023 17:56:50 +0300
Subject: [PATCH 17/41] fix cuda error

---
 docker/initialize.sh | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/docker/initialize.sh b/docker/initialize.sh
index 03d2f5ce3..bc1067101 100755
--- a/docker/initialize.sh
+++ b/docker/initialize.sh
@@ -32,10 +32,13 @@ cd ..
 cd ..
 
 
-pip install -q plyfile 
+sudo apt-get -y install cuda
+sudo apt install nvidia-cuda-toolkit
 
-python3.10 -m pip install -q https://huggingface.co/camenduru/gaussian-splatting/resolve/main/diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
-python3.10 -m pip install -q https://huggingface.co/camenduru/gaussian-splatting/resolve/main/simple_knn-0.0.0-cp310-cp310-linux_x86_64.whl
+pip install  plyfile tqdm
+
+python3.10 -m pip install  https://huggingface.co/camenduru/gaussian-splatting/resolve/main/diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
+python3.10 -m pip install  https://huggingface.co/camenduru/gaussian-splatting/resolve/main/simple_knn-0.0.0-cp310-cp310-linux_x86_64.whl
 
 
 ln -s docker/run.sh ./run.sh

From 65965d936c2694116a0e457073e3307a9d3fde36 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Sat, 28 Oct 2023 18:19:34 +0300
Subject: [PATCH 18/41] ...

---
 docker/Dockerfile | 1 +
 1 file changed, 1 insertion(+)

diff --git a/docker/Dockerfile b/docker/Dockerfile
index 15a2779ed..331930980 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -17,6 +17,7 @@ RUN \
             build-essential \
             cmake \
             ffmpeg \
+            unzip \
             freeglut3-dev \
             libopencv-dev \
             libjpeg-dev \

From 565d3fd19c12aa85e58e4181c4e46678281be0a4 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Sat, 28 Oct 2023 18:35:50 +0300
Subject: [PATCH 19/41] more fixes..

---
 docker/initialize.sh | 6 ++----
 docker/run.sh        | 2 +-
 2 files changed, 3 insertions(+), 5 deletions(-)

diff --git a/docker/initialize.sh b/docker/initialize.sh
index e1daa1a8e..7ea400d82 100755
--- a/docker/initialize.sh
+++ b/docker/initialize.sh
@@ -30,13 +30,11 @@ cd ..
 
 
 sudo apt-get -y install cuda
-sudo apt install nvidia-cuda-toolkit
-
-pip install  plyfile tqdm
+sudo apt -y install nvidia-cuda-toolkit
 
+python3.10 -m pip install plyfile tqdm
 python3.10 -m pip install  https://huggingface.co/camenduru/gaussian-splatting/resolve/main/diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
 python3.10 -m pip install  https://huggingface.co/camenduru/gaussian-splatting/resolve/main/simple_knn-0.0.0-cp310-cp310-linux_x86_64.whl
-
 python3.10 -m pip install torchvision
 
 ln -s docker/run.sh ./run.sh
diff --git a/docker/run.sh b/docker/run.sh
index e936e9d31..306b7de3c 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -20,7 +20,7 @@ else
 fi
 
 
-python3.10 convert.py -s $1-data/ --no_gpu
+python3.10 convert.py -s $1-data/ #--no_gpu
 python3.10 train.py -s $1-data/ -r 1 --model_path=$1-data/output/
 
 exit 0

From 6643d4e2bfd64d04e485a8c9d62164bf8082375c Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Sat, 28 Oct 2023 18:42:07 +0300
Subject: [PATCH 20/41] ...

---
 docker/Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker/Dockerfile b/docker/Dockerfile
index 331930980..68c012e25 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -79,5 +79,5 @@ WORKDIR /home/${user_name}/
 
 
 RUN git config --global http.sslverify false
-RUN cd /home/${user_name}/workspace && git clone --recursive https://github.com/graphdeco-inria/gaussian-splatting && cd gaussian-splatting # && docker/initialize.sh
+RUN cd /home/${user_name}/workspace && git clone --recursive https://github.com/graphdeco-inria/gaussian-splatting && cd gaussian-splatting && docker/initialize.sh
 

From ed3f394846ae8c719133ce096f134d536320fe90 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Sat, 28 Oct 2023 18:50:38 +0300
Subject: [PATCH 21/41] ...

---
 docker/initialize.sh | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docker/initialize.sh b/docker/initialize.sh
index 7ea400d82..af587b3d0 100755
--- a/docker/initialize.sh
+++ b/docker/initialize.sh
@@ -29,8 +29,8 @@ cd ..
 cd ..
 
 
-sudo apt-get -y install cuda
-sudo apt -y install nvidia-cuda-toolkit
+#sudo apt-get -y install cuda
+#sudo apt -y install nvidia-cuda-toolkit
 
 python3.10 -m pip install plyfile tqdm
 python3.10 -m pip install  https://huggingface.co/camenduru/gaussian-splatting/resolve/main/diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl

From cfb2c629c333b787a8624a70ea2f2ea33fa4072c Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Sat, 28 Oct 2023 19:04:56 +0300
Subject: [PATCH 22/41] ...

---
 docker/initialize.sh | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docker/initialize.sh b/docker/initialize.sh
index af587b3d0..ad3801970 100755
--- a/docker/initialize.sh
+++ b/docker/initialize.sh
@@ -11,7 +11,7 @@ git checkout $(git describe --tags) # Checkout the latest release
 mkdir build
 cd build
 cmake .. -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF -DCMAKE_CUDA_ARCHITECTURES="60;70;80" #-DUSE_CUDA=OFF 
-make
+make -j8
 sudo make install
 cd ..
 cd ..
@@ -23,7 +23,7 @@ git checkout dev
 mkdir build
 cd build
 cmake .. -DCMAKE_CUDA_ARCHITECTURES="60;70;80" #-DCUDA_ENABLED=OFF 
-make
+make -j8
 sudo make install
 cd ..
 cd ..

From 0f89c74348471ac2abc8208db6dcfead4f6727da Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Sat, 28 Oct 2023 20:27:48 +0300
Subject: [PATCH 23/41] ...

---
 docker/initialize.sh | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/docker/initialize.sh b/docker/initialize.sh
index ad3801970..719492eff 100755
--- a/docker/initialize.sh
+++ b/docker/initialize.sh
@@ -29,8 +29,6 @@ cd ..
 cd ..
 
 
-#sudo apt-get -y install cuda
-#sudo apt -y install nvidia-cuda-toolkit
 
 python3.10 -m pip install plyfile tqdm
 python3.10 -m pip install  https://huggingface.co/camenduru/gaussian-splatting/resolve/main/diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
@@ -39,4 +37,7 @@ python3.10 -m pip install torchvision
 
 ln -s docker/run.sh ./run.sh
 
+#sudo apt-get -y install cuda
+sudo apt -y install nvidia-cuda-toolkit
+
 exit 0

From 39c6cc375ea653bdec53e44c2519eafed9ddbcf6 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Sat, 28 Oct 2023 20:31:17 +0300
Subject: [PATCH 24/41] ...

---
 docker/run.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker/run.sh b/docker/run.sh
index 306b7de3c..546f90a01 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -21,6 +21,6 @@ fi
 
 
 python3.10 convert.py -s $1-data/ #--no_gpu
-python3.10 train.py -s $1-data/ -r 1 --model_path=$1-data/output/
+python3.10 train.py -s $1-data/  --model_path=$1-data/output/ #-r 1
 
 exit 0

From eef9ec607308220fe4595ac1d21c7eb2c564d7f9 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Sat, 28 Oct 2023 23:20:04 +0300
Subject: [PATCH 25/41] ...

---
 docker/run.sh | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/docker/run.sh b/docker/run.sh
index 546f90a01..6d2700255 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -23,4 +23,8 @@ fi
 python3.10 convert.py -s $1-data/ #--no_gpu
 python3.10 train.py -s $1-data/  --model_path=$1-data/output/ #-r 1
 
+#pack it in
+tar cvfjh "$1.tar.bz2" $1-data/
+
+
 exit 0

From ffea011444fabddf8ee05e46a57094237bb07198 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Sat, 28 Oct 2023 23:31:30 +0300
Subject: [PATCH 26/41] ,,,

---
 docker/initialize.sh | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/docker/initialize.sh b/docker/initialize.sh
index 719492eff..0fe985ee6 100755
--- a/docker/initialize.sh
+++ b/docker/initialize.sh
@@ -5,6 +5,13 @@
 #cd cuda-samples
 
 
+#also get add-ons
+git clone https://github.com/antimatter15/splat
+git clone https://github.com/ReshotAI/gaussian-splatting-blender-addon/
+
+
+
+
 git clone https://ceres-solver.googlesource.com/ceres-solver
 cd ceres-solver
 git checkout $(git describe --tags) # Checkout the latest release

From 90ffc7dbb0f6680601a160f3ab5c8003e5ab5fd3 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Sun, 29 Oct 2023 00:03:22 +0300
Subject: [PATCH 27/41] ...

---
 docker/Dockerfile | 1 +
 docker/run.sh     | 4 ++--
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/docker/Dockerfile b/docker/Dockerfile
index 68c012e25..637187e5b 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -17,6 +17,7 @@ RUN \
             build-essential \
             cmake \
             ffmpeg \
+            imagemagick \
             unzip \
             freeglut3-dev \
             libopencv-dev \
diff --git a/docker/run.sh b/docker/run.sh
index 6d2700255..f1cc0da3b 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -21,10 +21,10 @@ fi
 
 
 python3.10 convert.py -s $1-data/ #--no_gpu
-python3.10 train.py -s $1-data/  --model_path=$1-data/output/ #-r 1
+python3.10 train.py -s $1-data/ -r 1 #--model_path=$1-data/output/ #
 
 #pack it in
-tar cvfjh "$1.tar.bz2" $1-data/
+#tar cvfjh "$1.tar.bz2" $1-data/
 
 
 exit 0

From 00e5e6eb1feadcc3bc7f3fbe96040390b5851ddb Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Sun, 29 Oct 2023 00:24:39 +0300
Subject: [PATCH 28/41] ...

---
 docker/initialize.sh | 4 ++--
 docker/run.sh        | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/docker/initialize.sh b/docker/initialize.sh
index 0fe985ee6..350f56684 100755
--- a/docker/initialize.sh
+++ b/docker/initialize.sh
@@ -14,7 +14,7 @@ git clone https://github.com/ReshotAI/gaussian-splatting-blender-addon/
 
 git clone https://ceres-solver.googlesource.com/ceres-solver
 cd ceres-solver
-git checkout $(git describe --tags) # Checkout the latest release
+#git checkout $(git describe --tags) # Checkout the latest release
 mkdir build
 cd build
 cmake .. -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF -DCMAKE_CUDA_ARCHITECTURES="60;70;80" #-DUSE_CUDA=OFF 
@@ -26,7 +26,7 @@ cd ..
 
 git clone https://github.com/colmap/colmap
 cd colmap
-git checkout dev
+#git checkout dev
 mkdir build
 cd build
 cmake .. -DCMAKE_CUDA_ARCHITECTURES="60;70;80" #-DCUDA_ENABLED=OFF 
diff --git a/docker/run.sh b/docker/run.sh
index f1cc0da3b..3dde6ba6f 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -20,7 +20,7 @@ else
 fi
 
 
-python3.10 convert.py -s $1-data/ #--no_gpu
+python3.10 convert.py -s $1-data/ #--skip_matching #--no_gpu
 python3.10 train.py -s $1-data/ -r 1 #--model_path=$1-data/output/ #
 
 #pack it in

From ef5f8e9fd211cbe4b5276235f63411a494bf5ac4 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Sun, 29 Oct 2023 00:40:29 +0300
Subject: [PATCH 29/41] ...

---
 docker/run.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker/run.sh b/docker/run.sh
index 3dde6ba6f..9d97898d1 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -21,7 +21,7 @@ fi
 
 
 python3.10 convert.py -s $1-data/ #--skip_matching #--no_gpu
-python3.10 train.py -s $1-data/ -r 1 #--model_path=$1-data/output/ #
+python3.10 train.py -s $1-data/ -r 1 --model_path=$1-data/output/ #
 
 #pack it in
 #tar cvfjh "$1.tar.bz2" $1-data/

From 93a9a1ef8883d3c592eb416f70ad551eb161ca8b Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Sun, 29 Oct 2023 02:33:24 +0300
Subject: [PATCH 30/41] ...

---
 docker/initialize.sh | 8 ++++++++
 docker/run.sh        | 2 +-
 2 files changed, 9 insertions(+), 1 deletion(-)

diff --git a/docker/initialize.sh b/docker/initialize.sh
index 350f56684..007ef11c4 100755
--- a/docker/initialize.sh
+++ b/docker/initialize.sh
@@ -44,6 +44,14 @@ python3.10 -m pip install torchvision
 
 ln -s docker/run.sh ./run.sh
 
+#Build viewer
+#sudo apt install -y libimgui-dev libglew-dev libassimp-dev libboost-all-dev libgtk-3-dev libopencv-dev libglfw3-dev libavdevice-dev libavcodec-dev libeigen3-dev libxxf86vm-dev libembree-dev
+#git clone https://github.com/JayFoxRox/SIBR_viewers
+#cd SIBR_viewers
+#cmake -Bbuild . -DCMAKE_BUILD_TYPE=Release -DASSIMP_LIBRARY=/usr/lib/x86_64-linux-gnu/libassimp.so
+#cmake --build build -j24 --target install
+#cd ..
+
 #sudo apt-get -y install cuda
 sudo apt -y install nvidia-cuda-toolkit
 
diff --git a/docker/run.sh b/docker/run.sh
index 9d97898d1..ab9a410f1 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -20,7 +20,7 @@ else
 fi
 
 
-python3.10 convert.py -s $1-data/ #--skip_matching #--no_gpu
+python3.10 convert.py -s $1-data/ --camera SIMPLE_RADIAL --no_gpu #GPU produces worse results (?)
 python3.10 train.py -s $1-data/ -r 1 --model_path=$1-data/output/ #
 
 #pack it in

From 86e0d77b6b8b04604fd5cd1b3864c64f9db54caa Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@ics.forth.gr>
Date: Mon, 30 Oct 2023 16:40:34 +0200
Subject: [PATCH 31/41] ...

---
 docker/run.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker/run.sh b/docker/run.sh
index ab9a410f1..81f6d76dd 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -4,7 +4,7 @@ DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
 cd "$DIR"
 
 
-cd ..
+#cd ..
 
 mkdir -p $1-data/input
 mkdir -p $1-data/output

From c2fe77c0aad83de220f5623a154d808adf17788b Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@ics.forth.gr>
Date: Tue, 31 Oct 2023 18:03:28 +0200
Subject: [PATCH 32/41] add 3dgsconverter

---
 docker/initialize.sh | 3 ++-
 docker/run.sh        | 3 +++
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/docker/initialize.sh b/docker/initialize.sh
index 007ef11c4..b9753faa3 100755
--- a/docker/initialize.sh
+++ b/docker/initialize.sh
@@ -8,6 +8,7 @@
 #also get add-ons
 git clone https://github.com/antimatter15/splat
 git clone https://github.com/ReshotAI/gaussian-splatting-blender-addon/
+git clone https://github.com/francescofugazzi/3dgsconverter #needs scikit-learn
 
 
 
@@ -37,7 +38,7 @@ cd ..
 
 
 
-python3.10 -m pip install plyfile tqdm
+python3.10 -m pip install plyfile tqdm scikit-learn
 python3.10 -m pip install  https://huggingface.co/camenduru/gaussian-splatting/resolve/main/diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
 python3.10 -m pip install  https://huggingface.co/camenduru/gaussian-splatting/resolve/main/simple_knn-0.0.0-cp310-cp310-linux_x86_64.whl
 python3.10 -m pip install torchvision
diff --git a/docker/run.sh b/docker/run.sh
index 81f6d76dd..834e1f018 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -23,6 +23,9 @@ fi
 python3.10 convert.py -s $1-data/ --camera SIMPLE_RADIAL --no_gpu #GPU produces worse results (?)
 python3.10 train.py -s $1-data/ -r 1 --model_path=$1-data/output/ #
 
+python3.10 3dgsconverter/3dgsconverter.py -i $1-data/output/point_cloud/iteration_30000/point_cloud.ply -o $1-data/output/point_cloud/iteration_30000/output_cc.ply -f cc --rgb --density_filter --remove_flyers
+python3.10 3dgsconverter/3dgsconverter.py -i $1-data/output/output/point_cloud/iteration_30000/output_cc.ply  -o $1-data/output/output/point_cloud/iteration_30000/point_cloud_clean.ply -f 3dgs
+
 #pack it in
 #tar cvfjh "$1.tar.bz2" $1-data/
 

From b4b6635bff3d6d756e89b50faecf7e80fd14f002 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Thu, 2 Nov 2023 21:32:58 +0200
Subject: [PATCH 33/41] allow more budget..

---
 docker/run.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker/run.sh b/docker/run.sh
index 81f6d76dd..9ea63dcf8 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -21,7 +21,7 @@ fi
 
 
 python3.10 convert.py -s $1-data/ --camera SIMPLE_RADIAL --no_gpu #GPU produces worse results (?)
-python3.10 train.py -s $1-data/ -r 1 --model_path=$1-data/output/ #
+python3.10 train.py -s $1-data/ -r 1 --model_path=$1-data/output/ --position_lr_init 0.000016 --scaling_lr 0.001 --iterations 100000 #Test more training budget
 
 #pack it in
 #tar cvfjh "$1.tar.bz2" $1-data/

From 1ceaf718bbe6db4063391e9c966809c3d0fbdaa8 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Thu, 2 Nov 2023 22:00:49 +0200
Subject: [PATCH 34/41] ...

---
 docker/run.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker/run.sh b/docker/run.sh
index 71c88cd58..8210625b2 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -21,7 +21,7 @@ fi
 
 
 python3.10 convert.py -s $1-data/ --camera SIMPLE_RADIAL --no_gpu #GPU produces worse results (?)
-python3.10 train.py -s $1-data/ -r 1 --model_path=$1-data/output/ --position_lr_init 0.000016 --scaling_lr 0.001 --iterations 100000 #Test more training budget
+python3.10 train.py -s $1-data/ -r 1 --model_path=$1-data/output/ --position_lr_init 0.000016 --position_lr_final 0.000001 --scaling_lr 0.001 --iterations 100000 #Test more training budget
 
 python3.10 3dgsconverter/3dgsconverter.py -i $1-data/output/point_cloud/iteration_30000/point_cloud.ply -o $1-data/output/point_cloud/iteration_30000/output_cc.ply -f cc --rgb --density_filter --remove_flyers
 python3.10 3dgsconverter/3dgsconverter.py -i $1-data/output/output/point_cloud/iteration_30000/output_cc.ply  -o $1-data/output/output/point_cloud/iteration_30000/point_cloud_clean.ply -f 3dgs

From af89ad77cecc6fac57c9a56cf20bbcc9fe024d26 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Fri, 3 Nov 2023 09:07:24 +0200
Subject: [PATCH 35/41] add best last results..

---
 docker/run.sh | 2 +-
 train.py      | 7 +++++++
 2 files changed, 8 insertions(+), 1 deletion(-)

diff --git a/docker/run.sh b/docker/run.sh
index 8210625b2..64735fa7e 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -21,7 +21,7 @@ fi
 
 
 python3.10 convert.py -s $1-data/ --camera SIMPLE_RADIAL --no_gpu #GPU produces worse results (?)
-python3.10 train.py -s $1-data/ -r 1 --model_path=$1-data/output/ --position_lr_init 0.000016 --position_lr_final 0.000001 --scaling_lr 0.001 --iterations 100000 #Test more training budget
+python3.10 train.py -s $1-data/ -r 1 --model_path=$1-data/output/ --position_lr_init 0.000016 --scaling_lr 0.001 --iterations 35000 #Test more training budget
 
 python3.10 3dgsconverter/3dgsconverter.py -i $1-data/output/point_cloud/iteration_30000/point_cloud.ply -o $1-data/output/point_cloud/iteration_30000/output_cc.ply -f cc --rgb --density_filter --remove_flyers
 python3.10 3dgsconverter/3dgsconverter.py -i $1-data/output/output/point_cloud/iteration_30000/output_cc.ply  -o $1-data/output/output/point_cloud/iteration_30000/point_cloud_clean.ply -f 3dgs
diff --git a/train.py b/train.py
index 5d819b348..c0f8b220d 100644
--- a/train.py
+++ b/train.py
@@ -29,6 +29,9 @@
     TENSORBOARD_FOUND = False
 
 def training(dataset, opt, pipe, testing_iterations, saving_iterations, checkpoint_iterations, checkpoint, debug_from):
+    bestLossEncountered     = 1000000
+    pickBetweenFinalNLosses = 10 
+
     first_iter = 0
     tb_writer = prepare_output_and_logger(dataset)
     gaussians = GaussianModel(dataset.sh_degree)
@@ -103,6 +106,10 @@ def training(dataset, opt, pipe, testing_iterations, saving_iterations, checkpoi
             if iteration == opt.iterations:
                 progress_bar.close()
 
+            if  (bestLossEncountered>ema_loss_for_log) and (pickBetweenFinalNLosses+iteration > opt.iterations):
+                     print("\n[ITER {}] Also remembering this iteration..".format(iteration))
+                     saving_iterations.append(iteration)
+
             # Log and save
             training_report(tb_writer, iteration, Ll1, loss, l1_loss, iter_start.elapsed_time(iter_end), testing_iterations, scene, render, (pipe, background))
             if (iteration in saving_iterations):

From 4e36f28d47b15b2f25c45e3412986fbc7e87c6a5 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Fri, 3 Nov 2023 09:31:20 +0200
Subject: [PATCH 36/41] ...

---
 train.py | 12 +++++++++---
 1 file changed, 9 insertions(+), 3 deletions(-)

diff --git a/train.py b/train.py
index c0f8b220d..abcf056f2 100644
--- a/train.py
+++ b/train.py
@@ -29,8 +29,9 @@
     TENSORBOARD_FOUND = False
 
 def training(dataset, opt, pipe, testing_iterations, saving_iterations, checkpoint_iterations, checkpoint, debug_from):
-    bestLossEncountered     = 1000000
-    pickBetweenFinalNLosses = 10 
+    bestLossEncountered      = 1000000
+    bestIterationEncountered = 0
+    pickBetweenFinalNLosses  = 10 
 
     first_iter = 0
     tb_writer = prepare_output_and_logger(dataset)
@@ -107,7 +108,12 @@ def training(dataset, opt, pipe, testing_iterations, saving_iterations, checkpoi
                 progress_bar.close()
 
             if  (bestLossEncountered>ema_loss_for_log) and (pickBetweenFinalNLosses+iteration > opt.iterations):
-                     print("\n[ITER {}] Also remembering this iteration..".format(iteration))
+                     if (bestIterationEncountered!=0):
+                         print("\n[ITER {}] Erasing this iteration..".format(bestIterationEncountered))
+                         os.system("rm point_cloud/iteration_%u/*.ply && rmdir point_cloud/iteration_%u/"%iteration)
+                     bestLossEncountered      = ema_loss_for_log
+                     bestIterationEncountered = iteration
+                     print("\n[ITER {}] Now remembering this iteration..".format(iteration))
                      saving_iterations.append(iteration)
 
             # Log and save

From 7c6d2ca956bc1bea5895d4fc5f097de7e863e285 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Fri, 3 Nov 2023 09:32:50 +0200
Subject: [PATCH 37/41] ...

---
 train.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/train.py b/train.py
index abcf056f2..deead1c0b 100644
--- a/train.py
+++ b/train.py
@@ -31,7 +31,7 @@
 def training(dataset, opt, pipe, testing_iterations, saving_iterations, checkpoint_iterations, checkpoint, debug_from):
     bestLossEncountered      = 1000000
     bestIterationEncountered = 0
-    pickBetweenFinalNLosses  = 10 
+    pickBetweenFinalNLosses  = 500 #Closely monitor last 500 solutions 
 
     first_iter = 0
     tb_writer = prepare_output_and_logger(dataset)

From 82fbc36df607853362e3fe8a3b44f639158e435b Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Fri, 3 Nov 2023 10:02:33 +0200
Subject: [PATCH 38/41] ...

---
 train.py | 11 ++++++-----
 1 file changed, 6 insertions(+), 5 deletions(-)

diff --git a/train.py b/train.py
index deead1c0b..0f2f642fa 100644
--- a/train.py
+++ b/train.py
@@ -31,7 +31,7 @@
 def training(dataset, opt, pipe, testing_iterations, saving_iterations, checkpoint_iterations, checkpoint, debug_from):
     bestLossEncountered      = 1000000
     bestIterationEncountered = 0
-    pickBetweenFinalNLosses  = 500 #Closely monitor last 500 solutions 
+    goodLossThreshold        = 0.07 
 
     first_iter = 0
     tb_writer = prepare_output_and_logger(dataset)
@@ -107,13 +107,14 @@ def training(dataset, opt, pipe, testing_iterations, saving_iterations, checkpoi
             if iteration == opt.iterations:
                 progress_bar.close()
 
-            if  (bestLossEncountered>ema_loss_for_log) and (pickBetweenFinalNLosses+iteration > opt.iterations):
+
+            if  (bestLossEncountered>ema_loss_for_log) and (goodLossThreshold > ema_loss_for_log):
                      if (bestIterationEncountered!=0):
-                         print("\n[ITER {}] Erasing this iteration..".format(bestIterationEncountered))
-                         os.system("rm point_cloud/iteration_%u/*.ply && rmdir point_cloud/iteration_%u/"%iteration)
+                         print("\n[GOOD ITER {}] Erasing previous best iteration..".format(bestIterationEncountered))
+                         os.system("rm point_cloud/iteration_%u/*.ply && rmdir point_cloud/iteration_%u/"%bestIterationEncountered)
                      bestLossEncountered      = ema_loss_for_log
                      bestIterationEncountered = iteration
-                     print("\n[ITER {}] Now remembering this iteration..".format(iteration))
+                     print("\n[GOOD ITER {}] Now remembering this iteration..".format(iteration))
                      saving_iterations.append(iteration)
 
             # Log and save

From de5bce3b2e00e02b6244f15d7058eb6770e40880 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Fri, 3 Nov 2023 10:03:42 +0200
Subject: [PATCH 39/41] ...

---
 train.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/train.py b/train.py
index 0f2f642fa..333f3d838 100644
--- a/train.py
+++ b/train.py
@@ -111,7 +111,7 @@ def training(dataset, opt, pipe, testing_iterations, saving_iterations, checkpoi
             if  (bestLossEncountered>ema_loss_for_log) and (goodLossThreshold > ema_loss_for_log):
                      if (bestIterationEncountered!=0):
                          print("\n[GOOD ITER {}] Erasing previous best iteration..".format(bestIterationEncountered))
-                         os.system("rm point_cloud/iteration_%u/*.ply && rmdir point_cloud/iteration_%u/"%bestIterationEncountered)
+                         os.system("rm point_cloud/iteration_%u/*.ply && rmdir point_cloud/iteration_%u/"%(bestIterationEncountered,bestIterationEncountered))
                      bestLossEncountered      = ema_loss_for_log
                      bestIterationEncountered = iteration
                      print("\n[GOOD ITER {}] Now remembering this iteration..".format(iteration))

From f5b136264bf029c00a9b81ef30d8799592b2225b Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Fri, 3 Nov 2023 10:29:50 +0200
Subject: [PATCH 40/41] ...

---
 train.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/train.py b/train.py
index 333f3d838..19ed7d874 100644
--- a/train.py
+++ b/train.py
@@ -111,7 +111,7 @@ def training(dataset, opt, pipe, testing_iterations, saving_iterations, checkpoi
             if  (bestLossEncountered>ema_loss_for_log) and (goodLossThreshold > ema_loss_for_log):
                      if (bestIterationEncountered!=0):
                          print("\n[GOOD ITER {}] Erasing previous best iteration..".format(bestIterationEncountered))
-                         os.system("rm point_cloud/iteration_%u/*.ply && rmdir point_cloud/iteration_%u/"%(bestIterationEncountered,bestIterationEncountered))
+                         os.system("rm %s/point_cloud/iteration_%u/*.ply && rmdir %s/point_cloud/iteration_%u/"%(scene.model_path,bestIterationEncountered,scene.model_path,bestIterationEncountered))
                      bestLossEncountered      = ema_loss_for_log
                      bestIterationEncountered = iteration
                      print("\n[GOOD ITER {}] Now remembering this iteration..".format(iteration))

From 1acf7a3900ece5d23d7621f0b8090816301a5e45 Mon Sep 17 00:00:00 2001
From: Ammar Qammaz <ammarkov@gmail.com>
Date: Fri, 3 Nov 2023 23:24:59 +0200
Subject: [PATCH 41/41] ...

---
 docker/run.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker/run.sh b/docker/run.sh
index 64735fa7e..f0bc983c6 100755
--- a/docker/run.sh
+++ b/docker/run.sh
@@ -24,7 +24,7 @@ python3.10 convert.py -s $1-data/ --camera SIMPLE_RADIAL --no_gpu #GPU produces
 python3.10 train.py -s $1-data/ -r 1 --model_path=$1-data/output/ --position_lr_init 0.000016 --scaling_lr 0.001 --iterations 35000 #Test more training budget
 
 python3.10 3dgsconverter/3dgsconverter.py -i $1-data/output/point_cloud/iteration_30000/point_cloud.ply -o $1-data/output/point_cloud/iteration_30000/output_cc.ply -f cc --rgb --density_filter --remove_flyers
-python3.10 3dgsconverter/3dgsconverter.py -i $1-data/output/output/point_cloud/iteration_30000/output_cc.ply  -o $1-data/output/output/point_cloud/iteration_30000/point_cloud_clean.ply -f 3dgs
+python3.10 3dgsconverter/3dgsconverter.py -i $1-data/output/point_cloud/iteration_30000/output_cc.ply  -o $1-data/output/point_cloud/iteration_30000/point_cloud_clean.ply -f 3dgs
 
 #pack it in
 #tar cvfjh "$1.tar.bz2" $1-data/