imgviz
Image Visualization Tools
Installation
pip install imgviz
# there are optional dependencies like skimage, below installs all.
pip install imgviz[all]
Dependencies
Getting Started
# getting_started.py
import numpy as np
import imgviz
# sample data of rgb, depth, class label and instance masks
data = imgviz.data.arc2017()
rgb = data["rgb"]
gray = imgviz.rgb2gray(rgb)
# colorize depth image with viridis colormap
depth = data["depth"]
depthviz = imgviz.colorize(depth, vmin=0.3, vmax=1)
# colorize label image
class_label = data["class_label"]
labelviz = imgviz.label2rgb(
class_label, image=gray, label_names=data["class_names"], font_size=20
)
# instance bboxes
bboxes = data["bboxes"].astype(int)
labels = data["labels"]
masks = data["masks"] == 1
captions = [data["class_names"][l] for l in labels]
maskviz = imgviz.instances2rgb(gray, masks=masks, labels=labels, captions=captions)
# per-instance flags as pie glyphs
centers = np.array([np.argwhere(m).mean(axis=0) for m in masks])
flags = np.column_stack(
(masks.sum(axis=(1, 2)) < 7000, centers[:, 1] < rgb.shape[1] / 2)
)
flagviz = imgviz.flags2rgb(
rgb, flags=flags, centers=centers, flag_names=["small", "left"], wedges="all"
)
# tile instance masks
insviz = [
(rgb * m[:, :, None])[b[0] : b[2], b[1] : b[3]] for b, m in zip(bboxes, masks)
]
insviz = imgviz.tile(images=insviz, border=(255, 255, 255))
insviz = imgviz.resize(insviz, height=rgb.shape[0])
# tile visualization
tiled = imgviz.tile(
[rgb, depthviz, labelviz, maskviz, flagviz, insviz],
row=2,
col=3,
border=(255, 255, 255),
border_width=5,
)
Examples
1 maintainer
Release files for imgviz 2.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| imgviz-2.1.0.tar.gz | 9.1 MB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| imgviz-2.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 16.9 MB
Release files / imgviz-2.1.0.tar.gz
| Download URL | imgviz-2.1.0.tar.gz |
|---|---|
| Size | 9.1 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
bc5cc8e1b98706b5a3baf773444e5fa16db47d47150e0752f3e4f1e8a3fc92e1
|
|
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Yes |
| Uploaded via |
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Transparency logRelease files / imgviz-2.1.0-py3-none-any.whl
| Download URL | imgviz-2.1.0-py3-none-any.whl |
|---|---|
| Size | 7.9 MB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
8a22c40df25529a2ae4ef668b592225ade755e5b9347451f7199a803b528bb59
|
|
BLAKE2b-256 checksum How to use checksums |
5dae322cb10179f1d2843e48470b8457396206182a5d7244e1f7c25aa27ffd6e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
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