Great changes to the README, featuring full showcase of video outputs.

Main scripts have seen a couple QOS changes as well

Changes to be committed:
    modified:   .gitignore
    modified:   README.md
    modified:   neuralart.py
    modified:   renderer.py
    modified:   stylize.sh

5 files changed, 171 insertions, 28 deletions

diff --git a/.gitignore b/.gitignore
index f7d3677..6ad5c97 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,6 +3,7 @@ weights/*.pth
 Output/*.png
 *.npy
 *.mp4
+*.zip
 todo
 
 # Byte-compiled / optimized / DLL files
diff --git a/README.md b/README.md
index eab022a..50c7ec1 100644
--- a/README.md
+++ b/README.md
@@ -64,52 +64,192 @@ The `./images.npy` file contains raw numpy array data generated by `./neuralart.
 
 Considering this workflow, `./clear_dir.sh` removes temporary files each time a new call to `./stylize.sh` is made.
 
+
 <details>
 
+
 <summary><h2>Results after running neural-art (Click on dropdown for video gallery)</h2></summary>
 
-[//]: # (Bunnies in Monet)
 
-https://github.com/xAlpharax/neural-art/assets/42233094/0094a10b-e452-4284-b0d6-08df471d1848
+Starry Night in various other styles 8
+
+https://github.com/xAlpharax/neural-art/assets/42233094/6d60fa23-45eb-4af6-a41d-e97df4cc2fb7
+
+https://github.com/xAlpharax/neural-art/assets/42233094/83160305-e397-40f8-94f6-db61fc25b4a4
+
+https://github.com/xAlpharax/neural-art/assets/42233094/4ff8fa14-50c0-4d5f-b744-098555681cde
+
+https://github.com/xAlpharax/neural-art/assets/42233094/fe75e32d-d0f1-43eb-a5dc-8a74c1eeceec
+
+https://github.com/xAlpharax/neural-art/assets/42233094/131cfbae-ca6c-4b06-aa01-05e1f2557021
+
+https://github.com/xAlpharax/neural-art/assets/42233094/4e108c08-c365-49e1-ad14-0d993621d6d2
+
+https://github.com/xAlpharax/neural-art/assets/42233094/bdfd99d0-06de-4753-899c-6c0e22b05b83
+
+https://github.com/xAlpharax/neural-art/assets/42233094/e50cf174-20c9-4dc1-9cc9-960122147bae
+
+
+Monet in various other styles 7
+
+https://github.com/xAlpharax/neural-art/assets/42233094/49b04fe6-494f-47d5-9827-eb6dfbf850dd
+
+https://github.com/xAlpharax/neural-art/assets/42233094/71419dbf-ab55-4011-9ce3-b4c1b9fbd5d6
+
+https://github.com/xAlpharax/neural-art/assets/42233094/11081f9d-a629-4693-9894-fb5d9eb55ad1
+
+https://github.com/xAlpharax/neural-art/assets/42233094/b282f2b9-bf52-4653-9b01-37fe90e99a47
+
+https://github.com/xAlpharax/neural-art/assets/42233094/c8f54e6c-0067-4240-af20-85a9427b53b8
+
+https://github.com/xAlpharax/neural-art/assets/42233094/1d632241-3e6c-4f46-9186-e92421d2b29c
+
+https://github.com/xAlpharax/neural-art/assets/42233094/0be8f741-c424-4f47-956d-4308c1f5ec14
+
+
+Colorful in various other styles 6
+
+https://github.com/xAlpharax/neural-art/assets/42233094/510b5591-a3a1-4205-9533-b40046164852
+
+https://github.com/xAlpharax/neural-art/assets/42233094/73788e8b-c6cc-4436-9286-c8a3ac183095
+
+https://github.com/xAlpharax/neural-art/assets/42233094/60130d15-6cdd-4c9e-96f5-66d6f47959de
+
+https://github.com/xAlpharax/neural-art/assets/42233094/b0d62d42-9c57-4426-ba3a-ac852f4872b2
+
+https://github.com/xAlpharax/neural-art/assets/42233094/953660a6-070e-4f62-81dd-4b97a25dfb8f
+
+https://github.com/xAlpharax/neural-art/assets/42233094/d7f6cd57-7524-42de-a098-c491324c50a3
+
+
+Azzalee in various other styles 5
+
+https://github.com/xAlpharax/neural-art/assets/42233094/ec8595af-7b96-4810-b888-c6ef80a1d6da
+
+https://github.com/xAlpharax/neural-art/assets/42233094/91a49410-a9d5-46ae-8fa6-57715d18b485
+
+https://github.com/xAlpharax/neural-art/assets/42233094/1c16a765-4321-45db-a119-c5b44edf9b4a
+
+https://github.com/xAlpharax/neural-art/assets/42233094/b2375f7c-46cf-45a3-89cb-4dbf54e68ca4
+
+https://github.com/xAlpharax/neural-art/assets/42233094/927f429d-e8a5-4165-b2b5-79a1338651e0
+
+
+Jitter Doll in various other styles 5
+
+https://github.com/xAlpharax/neural-art/assets/42233094/9d988d8e-b6c0-4dfd-9f3d-5cb006901aaa
+
+https://github.com/xAlpharax/neural-art/assets/42233094/40e05578-881e-4be8-a8e2-75ed388f1ace
+
+https://github.com/xAlpharax/neural-art/assets/42233094/5a98489c-8ad9-4708-8b47-35af1e216c1b
 
-[//]: # (Bunnies in Azzalee)
+https://github.com/xAlpharax/neural-art/assets/42233094/bbca966d-bba1-4f3c-927f-3ca7836fe150
 
-https://github.com/xAlpharax/neural-art/assets/42233094/ef7e5fa8-203d-48a7-92da-7f462cb17601
+https://github.com/xAlpharax/neural-art/assets/42233094/2347bfa3-f4c4-402b-b9c9-bef48f2c147b
 
-[//]: # (Bunnies in Starry Night)
 
-https://github.com/xAlpharax/neural-art/assets/42233094/bdfc854e-cb01-4398-9dbd-c8fa34e99310
+Shade in various other styles 7
 
-[//]: # (Azzalee in Monet)
+https://github.com/xAlpharax/neural-art/assets/42233094/da894522-1cfc-492d-b2ec-7f0a6a23fb4d
 
-https://github.com/xAlpharax/neural-art/assets/42233094/38313363-a8d9-4496-b596-34e56d444642
+https://github.com/xAlpharax/neural-art/assets/42233094/682427bb-f5c1-439d-b535-9cb056a9a022
 
-[//]: # (Monet in Azalee)
+https://github.com/xAlpharax/neural-art/assets/42233094/4f9a1e7a-1930-4503-8288-0353b63a213b
 
-https://github.com/xAlpharax/neural-art/assets/42233094/59b7f348-d599-432e-bbd9-b613b114a4ac
+https://github.com/xAlpharax/neural-art/assets/42233094/082be485-ff88-48d0-960e-0883e903dfc2
 
-[//]: # (Starry Night in Azzalee)
+https://github.com/xAlpharax/neural-art/assets/42233094/80015d89-5a75-4487-b4c7-a7b04341585b
 
-https://github.com/xAlpharax/neural-art/assets/42233094/7993f61f-b5ed-49a7-8167-10b266cbf591
+https://github.com/xAlpharax/neural-art/assets/42233094/d277e8df-eef7-4f99-9a52-0bd908a30f2e
 
-[//]: # (Azzalee in Starry Night)
+https://github.com/xAlpharax/neural-art/assets/42233094/fb5a8ffe-5aca-42bb-941f-bbd37eef9fe3
 
-https://github.com/xAlpharax/neural-art/assets/42233094/c46b326c-7b96-4ef4-b6fd-dbfcb7a3572f
 
-[//]: # (Jitter Doll in Starry Night)
+Abstract in various other styles 6
 
-https://github.com/xAlpharax/neural-art/assets/42233094/216b9e44-b563-42f7-9d66-f1d48bb3493a
+https://github.com/xAlpharax/neural-art/assets/42233094/50bb24f6-f869-4508-8598-9d0795adcc2e
 
-[//]: # (Starry Night in Jitter Doll)
+https://github.com/xAlpharax/neural-art/assets/42233094/f38d2c3e-54f2-442a-a583-a1327cd763d4
 
-https://github.com/xAlpharax/neural-art/assets/42233094/c6c4f4d1-f00e-4388-b726-5f6358cb5bc8
+https://github.com/xAlpharax/neural-art/assets/42233094/1fd17d45-51ae-4d1f-9b43-776beb0a802b
 
-[//]: # (Cute in Jitter Doll a.k.a. how my profile pic was generated)
+https://github.com/xAlpharax/neural-art/assets/42233094/f282cc37-17bb-451a-b213-0bb6ad3de5a7
+
+https://github.com/xAlpharax/neural-art/assets/42233094/b2ec336a-ed80-4750-b620-d600987dd3cc
+
+https://github.com/xAlpharax/neural-art/assets/42233094/89bc91fd-c311-4d8c-a1fc-b2a747432fc0
+
+
+Gift in various other styles 5
+
+https://github.com/xAlpharax/neural-art/assets/42233094/0423c75c-3db5-45f6-b579-ef1c0fe95475
+
+https://github.com/xAlpharax/neural-art/assets/42233094/18182505-e66d-4d2e-86e1-b0094ee11cfc
+
+https://github.com/xAlpharax/neural-art/assets/42233094/5ae434ae-936f-4ca0-bfc6-29775355505f
+
+https://github.com/xAlpharax/neural-art/assets/42233094/1713e3bb-c34b-4790-8c30-3447aedfbcd3
+
+https://github.com/xAlpharax/neural-art/assets/42233094/9a87adc8-d00d-4303-bd2f-3677d6a68ce7
+
+
+kanade in various other styles 8
+
+https://github.com/xAlpharax/neural-art/assets/42233094/695b3a78-0cb2-4a10-97f2-8d3a875ff265
+
+https://github.com/xAlpharax/neural-art/assets/42233094/1d991b79-dca1-4fe6-bda6-9a8d38f134e7
+
+https://github.com/xAlpharax/neural-art/assets/42233094/bd2b83b1-823b-4734-88d6-622858e18b74
+
+https://github.com/xAlpharax/neural-art/assets/42233094/411ada80-b4db-4721-b0d7-7be059e96970
+
+https://github.com/xAlpharax/neural-art/assets/42233094/4a6cf35b-087b-4b9a-b617-f9f22ca48047
+
+https://github.com/xAlpharax/neural-art/assets/42233094/6bea757f-1918-4674-9324-c57b4cd3401a
+
+https://github.com/xAlpharax/neural-art/assets/42233094/10c7c5fb-1a9b-4e19-82e7-e2d27cb2b079
+
+https://github.com/xAlpharax/neural-art/assets/42233094/89ad03b0-8213-4b70-9b6a-b1ac55e8f2d0
+
+
+bunnies in various other styles 5
+
+https://github.com/xAlpharax/neural-art/assets/42233094/29bbcfa0-fd2e-484c-abf4-5bbcfe7aee44
+
+https://github.com/xAlpharax/neural-art/assets/42233094/286f23cb-90ed-4ba1-b79c-06450d15e7bb
+
+https://github.com/xAlpharax/neural-art/assets/42233094/a9ab3606-921e-4add-adf0-2b927a5dc62b
+
+https://github.com/xAlpharax/neural-art/assets/42233094/ac94a895-5e7f-4c77-8e24-9c297a970f6a
+
+https://github.com/xAlpharax/neural-art/assets/42233094/86113129-c4be-445d-a017-6fa394d83fda
+
+
+cute in various other styles 5
+
+https://github.com/xAlpharax/neural-art/assets/42233094/6b7fc161-ff87-4b68-8035-7bb3c3e5a417
+
+https://github.com/xAlpharax/neural-art/assets/42233094/4dceae73-1ad4-4ed2-b8bf-6f7e909a1440
+
+https://github.com/xAlpharax/neural-art/assets/42233094/667a66c1-f4f9-408e-aa9c-06c7e4af21e0
+
+https://github.com/xAlpharax/neural-art/assets/42233094/f4334996-f1a5-4c57-add1-8781dfc6a8e0
+
+https://github.com/xAlpharax/neural-art/assets/42233094/92c5f9bb-4224-4d0f-af2f-f7113904ed0f
+
+
+kek in various other styles 2
+
+https://github.com/xAlpharax/neural-art/assets/42233094/36dd6f3f-aca6-4e0f-8be8-3fd3ec4ab772
+
+https://github.com/xAlpharax/neural-art/assets/42233094/3bd2433a-54d1-40e2-9d00-cb165f6a2985
+
+https://github.com/xAlpharax/neural-art/assets/42233094/555a4675-da19-4fa6-9104-1ee2c63a7f8b
 
-https://github.com/xAlpharax/neural-art/assets/42233094/981f2855-2524-4c83-87f4-beac6ff5cfa6
 
 </details>
 
+
 ## Contributing
 
 Any sort of help, especially regarding the QoS ( Quality of Service ) of the project, is appreciated. Feel free to open an issue in the **Issues** tab and discuss the possible changes there. As of now, **neural-art** would be in great need of a clean and friendly arguments handler ( i.e. the one the `argparse` python package provides ) in order to accommodate to a cleaner interface for `./neuralart.py` and / or `./stylize.sh`.
diff --git a/neuralart.py b/neuralart.py
index fadaf12..9dc91e5 100644
--- a/neuralart.py
+++ b/neuralart.py
@@ -29,11 +29,11 @@ image_path = '' # by default use neural-art as relative dir
 
 ### userland testing for multiple instances, a big nono currently
 
-n_instances = os.popen('ps aux | grep "python neuralart.py" | wc -l').read()
+n_instances = os.popen('ps aux | grep "python neuralart.py" | wc -l').read() # TODO: add windows commands for platform compatibility :p for the 3 people who need this warning
 if int(n_instances) > 3: print("Woah, running 2 or more instances of neural-art at the same time?\nThis is an experimental feature as of now... try it later :3")
 
 ### check if there are any weights to use, if not, download the default provided ones
-if int(os.popen('ls -l weights | wc -l').read()) == 1: os.system(f'curl https://files.catbox.moe/wcao20.pth --output {model_path}')
+if int(os.popen('ls -l weights | wc -l').read()) == 1: os.system(f'curl https://files.catbox.moe/wcao20.pth --output {model_path}') # TODO: win commands here as well
 
 ### Defining neural architecture
 
@@ -244,7 +244,7 @@ targets = style_targets + content_targets
 import numpy as np
 from tqdm import tqdm
 
-vis_factor = 10
+vis_factor = 10 # every 10 iterations, a frame snapshot is saved, we use this coeficient to scale
 max_iter = 600 * vis_factor
 show_iter = 1 * vis_factor
 
diff --git a/renderer.py b/renderer.py
index 0803430..f02722a 100644
--- a/renderer.py
+++ b/renderer.py
@@ -4,7 +4,7 @@
 
 import numpy as np
 
-# TODO: will need some added functionality there for *.npy
+# TODO: will need some added functionality there for per-instance *.npy
 image_array = np.load("images.npy")
 
 ### progress bar
@@ -45,7 +45,7 @@ if len(sys.argv) == 1:
     exit()
 
 if sys.argv[1] == "--fix":
-    for index in range(0, 32):
+    for index in range(0, 64):
         ### some artifacts may have slipped
         ### because of the thread pool
         name = 'Output/neural_art_{:04d}.png'.format(index + 1)
diff --git a/stylize.sh b/stylize.sh
index ee30f18..6e377b2 100755
--- a/stylize.sh
+++ b/stylize.sh
@@ -33,7 +33,9 @@ python renderer.py
 # fix weird render artifacts
 python renderer.py --fix
 
-# wrap everything into a video (automatically overrides)
-ffmpeg -y -framerate 60 -pattern_type glob -i 'Output/neural_art_*.png' -c:v libx264 -pix_fmt yuv420p -vf "pad=ceil(iw/2)*2:ceil(ih/2)*2" $(basename ${2%.*})'_in_'$(basename ${1%.*})'.mp4' # H.264 all around
+# wrap everything into a video (automatically overrides existing filenames)
+#ffmpeg -y -framerate 60 -pattern_type glob -i 'Output/neural_art_*.png' -c:v libx264 -pix_fmt yuv420p -vf "pad=ceil(iw/2)*2:ceil(ih/2)*2" $(basename ${2%.*})'_in_'$(basename ${1%.*})'.mp4' # H.264 all around
 #ffmpeg -y -framerate 60 -pattern_type glob -i 'Output/neural_art_*.png' -c:v libsvtav1 -pix_fmt yuv420p  -vf "pad=ceil(iw/2)*2:ceil(ih/2)*2" $(basename ${2%.*})'_in_'$(basename ${1%.*})'.mp4' # AV1 weirddd
-#ffmpeg -y -framerate 60 -pattern_type glob -i 'Output/neural_art_*.png' -c:v libvpx-vp9 -pix_fmt yuv420p -vf "pad=ceil(iw/2)*2:ceil(ih/2)*2" $(basename ${2%.*})'_in_'$(basename ${1%.*})'.mp4' # VP9 quality
+ffmpeg -y -framerate 60 -pattern_type glob -i 'Output/neural_art_*.png' -c:v libvpx-vp9 -pix_fmt yuv420p -vf "pad=ceil(iw/2)*2:ceil(ih/2)*2" $(basename ${2%.*})'_in_'$(basename ${1%.*})'.mp4' # VP9 quality
+
+# try -crf 10 (sane for vp9)