Difference between revisions of "Orange: Image Grid"

Latest revision as of 08:59, 8 April 2020

Sumber: https://orange.biolab.si/widget-catalog/image-analytics/imagegrid/

Widget Image Grid menayangkan image dimana yang sama / mirip ke dalam similarity grid.

Input

Embeddings: Image embeddings from Image Embedding widget.
Data Subset: A subset of embeddings or images.

Output

Images: Images from the dataset with an additional column specifying if the image is selected or the group, if there are several.
Selected Images: Selected images with an additional column specifying the group.

Widget Image Grid dapat menayangkan image dari sebuah dataset di similarity grid - image dengan content yang similar / mirip akan di letakan agar dekat satu sama lain. Widget Image Grid bisa digunakan untuk membandingkan image, sambil mencari akan kesamaan atau perbedaan antara instance data yang dipilih (misalnya, perkembangan bakteri atau representasi bitmap dari tulisan tangan).

Image Filename Attribute: Attribute containing paths to images.
Image cell fit: Resize scales the images to grid, while Crop crops them to squares.
Grid size: Set the size of the grid. Click Set size automatically to optimize the projection.
Tick the box to commit the changes automatically. Alternatively, click Apply.
Information on the input.
Access help, save image, and report (in that order).

Contoh

Widget Image Grid dapat digunakan untuk visualisasi image dalam projeksi 2D. Dalam contoh ini, kita menggunakan 5 image dari buah-buahan dan sayuran, yaitu, jeruk (orange), pisang (banana), strawberry, brokoli (broccoli) dan kol (cauliflower). Image di load menggunakan Widget Import Images dan meng-embed dengan InceptionV3 embedder di widget Image Embedding. Akhirnya, kita mem-visualiasikan image di Widget Image Grid. Akan terlihat bahwa broccoli dan cauliflower akan lebih mirip ke strawberry daripada pisang (banana).

Referensi

https://orange.biolab.si/widget-catalog/image-analytics/imagegrid/

Pranala Menarik

Orange

@@ Line 2: / Line 2: @@
-Displays images in a similarity grid.
+Widget Image Grid menayangkan image dimana yang sama / mirip ke dalam similarity grid.
-Inputs
+==Input==
-    Embeddings: Image embeddings from Image Embedding widget.
+ Embeddings: Image embeddings from Image Embedding widget.
-    Data Subset: A subset of embeddings or images.
+ Data Subset: A subset of embeddings or images.
-Outputs
+==Output==
-    Images: Images from the dataset with an additional column specifying if the image is selected or the group, if there are several.
+ Images: Images from the dataset with an additional column specifying if the image is selected or the group, if there are several.
-    Selected Images: Selected images with an additional column specifying the group.
+ Selected Images: Selected images with an additional column specifying the group.
-The Image Grid widget can display images from a dataset in a similarity grid - images with similar content are placed closer to each other. It can be used for image comparison, while looking for similarities or discrepancies between selected data instances (e.g. bacterial growth or bitmap representations of handwriting).
+Widget Image Grid dapat menayangkan image dari sebuah dataset di similarity grid - image dengan content yang similar / mirip akan di letakan agar dekat satu sama lain. Widget Image Grid bisa digunakan untuk membandingkan image, sambil mencari akan kesamaan atau perbedaan antara instance data yang dipilih (misalnya, perkembangan bakteri atau representasi bitmap dari tulisan tangan).
-[[File:ImageGrid-stamped.png|center|200px|thumb]]
+[[File:ImageGrid-stamped.png|center|600px|thumb]]
-    Image Filename Attribute: Attribute containing paths to images.
+* Image Filename Attribute: Attribute containing paths to images.
-    Image cell fit: Resize scales the images to grid, while Crop crops them to squares.
+* Image cell fit: Resize scales the images to grid, while Crop crops them to squares.
-    Grid size: Set the size of the grid. Click Set size automatically to optimize the projection.
+* Grid size: Set the size of the grid. Click Set size automatically to optimize the projection.
-    Tick the box to commit the changes automatically. Alternatively, click Apply.
+* Tick the box to commit the changes automatically. Alternatively, click Apply.
-    Information on the input.
+* Information on the input.
-    Access help, save image, and report (in that order).
+* Access help, save image, and report (in that order).
 ==Contoh==
-Image Grid can be used to visualize similarity of images in a 2D projection. We have used 5 images of fruits and vegetables, namely orange, banana, strawberry, broccoli and cauliflower.
+Widget Image Grid dapat digunakan untuk visualisasi image dalam projeksi 2D. Dalam contoh ini, kita menggunakan 5 image dari buah-buahan dan sayuran, yaitu, jeruk (orange), pisang (banana), strawberry, brokoli (broccoli) dan kol (cauliflower). Image di load menggunakan Widget Import Images dan meng-embed dengan InceptionV3 embedder di widget Image Embedding. Akhirnya, kita mem-visualiasikan image di Widget Image Grid. Akan terlihat bahwa broccoli dan cauliflower akan lebih mirip ke strawberry daripada pisang (banana).
-We loaded the images with Import Images and embedded them with Inception v3 embedder in Image Embedding.
-Finally, we visualized the images in Image Grid. It is obvious that broccoli and cauliflower and much more alike than strawberry and banana.
-[[File:ImageGrid-Example.png|center|200px|thumb]]
+[[File:ImageGrid-Example.png|center|600px|thumb]]
 ==Referensi==