update

4 files changed, 331 insertions, 0 deletions

diff --git a/main.py b/main.py
new file mode 100755
index 0000000..75206e5
--- /dev/null
+++ b/main.py
@@ -0,0 +1,87 @@
+#!/usr/bin/env python
+"""Superscaler."""
+# https://learnopencv.com/super-resolution-in-opencv/
+# https://github.com/xinntao/ESRGAN
+# https://github.com/xinntao/Real-ESRGAN
+# https://github.com/xinntao/Real-ESRGAN-ncnn-vulkan
+
+# modls
+# https://github.com/Saafke/EDSR_Tensorflow/tree/master/models
+# https://github.com/fannymonori/TF-ESPCN/tree/master/export
+# https://github.com/Saafke/FSRCNN_Tensorflow/tree/master/models
+# https://github.com/fannymonori/TF-LapSRN/tree/master/export
+
+import cv2
+import time
+
+
+def edsr_superscaler(img):
+    """EDSR superscaler."""
+    sr = cv2.dnn_superres.DnnSuperResImpl_create()
+    path = "./models/EDSR_x4.pb"
+    sr.readModel(path)
+    sr.setModel("edsr", 4)
+    result = sr.upsample(img)
+    return result
+
+
+def espcn_superscaler(img):
+    """ESPCN superscaler."""
+    sr = cv2.dnn_superres.DnnSuperResImpl_create()
+    path = "./models/ESPCN_x3.pb"
+    sr.readModel(path)
+    sr.setModel("espcn", 3)
+    result = sr.upsample(img)
+    return result
+
+
+def fsrcnn_superscaler(img):
+    """FSRCNN superscaler"""
+    sr = cv2.dnn_superres.DnnSuperResImpl_create()
+    path = "./models/FSRCNN_x3.pb"
+    sr.readModel(path)
+    sr.setModel("fsrcnn", 3)
+    result = sr.upsample(img)
+    return result
+
+
+def lapsrn_superscaler(img):
+    """LapSRN superscaler"""
+    sr = cv2.dnn_superres.DnnSuperResImpl_create()
+    path = "./models/LapSRN_x8.pb"
+    sr.readModel(path)
+    sr.setModel("lapsrn", 8)
+    result = sr.upsample(img)
+    return result
+
+
+def main():
+    img = cv2.imread("./21-o.jpg")
+
+    time_begin = time.time()
+    edsr_super_img = edsr_superscaler(img)
+    cv2.imwrite("./edsr_super.jpg", edsr_super_img)
+    time_end = time.time()
+    print("time {}".format(time_end - time_begin))
+
+    time_begin = time.time()
+    espcn_super_img = espcn_superscaler(img)
+    cv2.imwrite("./espcn_super.jpg", espcn_super_img)
+    time_end = time.time()
+    print("time {}".format(time_end - time_begin))
+
+    time_begin = time.time()
+    fsrcnn_super_img = fsrcnn_superscaler(img)
+    cv2.imwrite("./fsrcnn_super.jpg", fsrcnn_super_img)
+    time_end = time.time()
+    print("time {}".format(time_end - time_begin))
+
+    time_begin = time.time()
+    lapsrn_super_img = lapsrn_superscaler(img)
+    cv2.imwrite("./lapsrn_super_img.jpg", lapsrn_super_img)
+    time_end = time.time()
+    print("time {}".format(time_end - time_begin))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..06b014d
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,212 @@
+[[package]]
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+
+[package.dependencies]
+MarkupSafe = ">=2.0"
+
+[package.extras]
+i18n = ["Babel (>=2.7)"]
+
+[[package]]
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+version = "2.1.1"
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+python-versions = ">=3.7"
+
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+
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..9ee7048
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,18 @@
+[tool.poetry]
+name = "magni"
+version = "0.1.0"
+description = ""
+authors = ["terminaldweller <thabogre@gmail.com>"]
+license = "GPLv3.0"
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = "^3.11"
+opencv-contrib-python-headless = "^4.6.0.66"
+jinja2 = "^3.1.2"
+pillow = "^9.3.0"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/template.jinja2 b/template.jinja2
new file mode 100644
index 0000000..a4019a7
--- /dev/null
+++ b/template.jinja2
@@ -0,0 +1,14 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <meta http-equiv="X-UA-Compatible" content="ie=edge">
+    <title>{% block title %}{% endblock %}</title>
+</head>
+<body style="font-size:14px;">
+  <div>
+    
+  </div>
+</body>
+</html>