https://github.com/syamkakarla98/image-kit
A python package for image processing.
https://github.com/syamkakarla98/image-kit
image-analysis image-processing numpy pillow python scipy
Last synced: 20 days ago
JSON representation
A python package for image processing.
- Host: GitHub
- URL: https://github.com/syamkakarla98/image-kit
- Owner: syamkakarla98
- License: mit
- Created: 2019-09-23T12:48:56.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2019-09-30T08:41:58.000Z (over 5 years ago)
- Last Synced: 2025-03-25T10:42:34.956Z (about 1 month ago)
- Topics: image-analysis, image-processing, numpy, pillow, python, scipy
- Language: Python
- Homepage:
- Size: 766 KB
- Stars: 5
- Watchers: 3
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
Awesome Lists containing this project
README
# ImageKit
[](https://github.com/syamkakarla98/Image-Kit/stargazers)
[](https://github.com/syamkakarla98/Image-Kit/issues)
#### A python package for basic image processing, which focuses on beginners to get working on images.
### 1. Installing Package
```python
pip install Image-Kit
```
```
Requirement already satisfied: Image-Kit in /srv/conda/lib/python3.6/site-packages (0.1.0)
Requirement already satisfied: Pillow in /srv/conda/lib/python3.6/site-packages (from Image-Kit) (6.0.0)
Requirement already satisfied: matplotlib in /srv/conda/lib/python3.6/site-packages (from Image-Kit) (3.0.3)
Requirement already satisfied: numpy in /srv/conda/lib/python3.6/site-packages (from Image-Kit) (1.16.3)
Requirement already satisfied: scipy in /srv/conda/lib/python3.6/site-packages (from Image-Kit) (1.2.1)
Requirement already satisfied: cycler>=0.10 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit) (0.10.0)
Requirement already satisfied: kiwisolver>=1.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit) (1.0.1)
Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit) (2.4.0)
Requirement already satisfied: python-dateutil>=2.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit) (2.8.0)
Requirement already satisfied: six in /srv/conda/lib/python3.6/site-packages (from cycler>=0.10->matplotlib->Image-Kit) (1.12.0)
Requirement already satisfied: setuptools in /srv/conda/lib/python3.6/site-packages (from kiwisolver>=1.0.1->matplotlib->Image-Kit) (40.8.0)
```
#### or
```python
pip install git+https://github.com/syamkakarla98/Image-Kit.git
```
Collecting git+https://github.com/syamkakarla98/Image-Kit.git
Cloning https://github.com/syamkakarla98/Image-Kit.git to /tmp/pip-req-build-6aa9lngi
Requirement already satisfied (use --upgrade to upgrade): Image-Kit==1.0.0 from git+https://github.com/syamkakarla98/Image-Kit.git in /srv/conda/lib/python3.6/site-packages
Requirement already satisfied: numpy in /srv/conda/lib/python3.6/site-packages (from Image-Kit==1.0.0) (1.16.3)
Requirement already satisfied: matplotlib in /srv/conda/lib/python3.6/site-packages (from Image-Kit==1.0.0) (3.0.3)
Requirement already satisfied: Pillow in /srv/conda/lib/python3.6/site-packages (from Image-Kit==1.0.0) (6.0.0)
Requirement already satisfied: scipy in /srv/conda/lib/python3.6/site-packages (from Image-Kit==1.0.0) (1.2.1)
Requirement already satisfied: cycler>=0.10 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit==1.0.0) (0.10.0)
Requirement already satisfied: kiwisolver>=1.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit==1.0.0) (1.0.1)
Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit==1.0.0) (2.4.0)
Requirement already satisfied: python-dateutil>=2.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit==1.0.0) (2.8.0)
Requirement already satisfied: six in /srv/conda/lib/python3.6/site-packages (from cycler>=0.10->matplotlib->Image-Kit==1.0.0) (1.12.0)
Requirement already satisfied: setuptools in /srv/conda/lib/python3.6/site-packages (from kiwisolver>=1.0.1->matplotlib->Image-Kit==1.0.0) (40.8.0)
Building wheels for collected packages: Image-Kit
Building wheel for Image-Kit (setup.py) ... [?25ldone
[?25h Stored in directory: /tmp/pip-ephem-wheel-cache-jfihyo34/wheels/86/91/2c/89b389a7ca0e7839e1b079068e5f48751c0f1acba07f84bb59
Successfully built Image-Kit
Note: you may need to restart the kernel to use updated packages.
### 2. Importing Package
```python
from ImageKit import ImgKit as i
```
### 3. Imformation about package
```python
help(i)
```
Help on module ImageKit.ImgKit in ImageKit:
NAME
ImageKit.ImgKit
FUNCTIONS
get_band(img, band)
get_pixels(img)
get_properties(img)
im2bw(img)
imread(filename)
Summary: Reads a iamge file and return an object.
Args: filename.
Returns: An object of an image.
imrotate(img, degrees)
imsave(img, filename)
imshow(img)
Summary: displays a iamge file and return an object.
Args: filename.
plot_signature(img)
resize(img, s)
FILE
/srv/conda/lib/python3.6/site-packages/ImageKit/ImgKit.py
### 4. Downloading a sample image
```python
import urllib
urllib.request.urlretrieve("https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcS3kf6ZTospvdkbQ0G6xVraiA0tOTx8zrUDrP0aIsJ0cYLRb5nKag","fun.jpg")
```
('fun.jpg', )
### 5. Read the image
```python
x = i.imread('fun.jpg')
```
### 6.. Display the image
```python
i.imshow(x)
```
### 7. Description of the image
```python
desc = i.get_properties(x)
for name, value in zip(desc.keys(), desc.values()):
print("%10s => %1s"%(str(name), str(value)))
```
filename => fun.jpg
format => JPEG
mode => RGB
dimensions => (158, 319, 3)
### 8. Resize the image
```python
x1 = i.resize(x, (700, 500))
i.imshow(x1)
```
### 9. Save the image
```python
i.imsave(x1, 'new_fun.jpg')
```
### 10. Rotating the image
```python
i.imshow(i.imrotate(x, 92))
```
### 11. Converting image to grayscale
```python
i.imshow(i.im2bw(x))
```
### 12. Extract pixels from the image
```python
i.get_pixels(i.resize(x, (5, 5)))
```
[(64, 65, 70),
(64, 65, 70),
(64, 65, 70),
(64, 65, 70),
(64, 65, 70),
(64, 65, 70),
(64, 65, 70),
(35, 140, 170),
(65, 66, 71),
(64, 65, 70),
(64, 65, 70),
(65, 66, 71),
(255, 215, 81),
(64, 65, 70),
(64, 65, 70),
(64, 65, 70),
(65, 66, 71),
(97, 90, 167),
(64, 65, 70),
(64, 65, 70),
(64, 65, 70),
(64, 65, 70),
(64, 65, 70),
(54, 72, 58),
(64, 65, 70)]
### 13. Extracting bands from the image
```python
i.imshow(i.get_band(x, 'r'))
i.imshow(i.get_band(x, 'g'))
i.imshow(i.get_band(x, 'b'))
```
### 14. Pixel signature of the image
```python
i.plot_signature(x)
```
# Thank You
# Do [star](https://github.com/syamkakarla98/Image-Kit) the repository, if you like it.
```python
```