Sinapsis Data Visualization
Package with templates to visualize images and data distribution using different libraries and techniques
🐍 Installation • 🚀 Features • 📚 Usage example • 📙 Documentation • 🔍 License
🐍 Installation
Install using your package manager of choice. We encourage the use of uv
Example with uv:
uv pip install sinapsis-data-visualization --extra-index-url https://pypi.sinapsis.tech
or with raw pip:
pip install sinapsis-data-visualization --extra-index-url https://pypi.sinapsis.tech
with uv:
uv pip install sinapsis-data-visualization[all] --extra-index-url https://pypi.sinapsis.tech
or with raw pip:
pip install sinapsis-data-visualization[all] --extra-index-url https://pypi.sinapsis.tech
🚀 Features
For example, for ImageSaver use sinapsis info --example-template-config ImageSaver to produce the following example config:
Config
agent:
name: my_test_agent
description: agent to read images from a local folder and draw annotations if available
templates:
- template_name: InputTemplate
class_name: InputTemplate
attributes: {}
- template_name: FolderImageDatasetCV2
class_name: FolderImageDatasetCV2
template_input: InputTemplate
attributes:
data_dir: '/path/to/sinapsis/cache/dir'
pattern: '**/*'
batch_size: 1
shuffle_data: false
samples_to_load: -1
load_on_init: false
label_path_index: -2
is_ground_truth: false
- template_name: BBoxDrawer
class_name: BBoxDrawer
template_input: FolderImageDatasetCV2
attributes:
overwrite: false
randomized_color: true
draw_confidence: true
draw_extra_labels: true
text_style:
font: 0
font_scale: 0.5
thickness: 2
draw_classification_label: false
classification_label_position: top_right
text_box_to_border_offset: 0.01
📚 Usage example
You can copy and paste the following config and run it using the sinapsis cli, changing thedata_dir attribute in the FolderImageDatasetCV2 and the root_dir attribute in the ImageSaver template
Example agent config
agent:
name: my_test_agent
description: agent to save image locally
templates:
- template_name: InputTemplate
class_name: InputTemplate
attributes: {}
- template_name: FolderImageDatasetCV2
class_name: FolderImageDatasetCV2
attributes:
data_dir: /path/to/image
pattern: '**/*'
batch_size: 1
load_on_init: true
label_path_index: 0
is_ground_truth: false
- template_name: BBoxDrawer
class_name: BBoxDrawer
template_input: FolderImageDatasetCV2
attributes:
overwrite: false
randomized_color: true
draw_confidence: true
draw_extra_labels: true
text_style:
font: 0
font_scale: 0.5
thickness: 2
draw_classification_label: false
classification_label_position: top_right
text_box_to_border_offset: 0.01
- template_name: ImageSaver
class_name: ImageSaver
template_input: BBoxDrawer
attributes:
save_dir: /path/to/save/dir
extension: jpg
root_dir: '/path/to/sinapsis/cache'
save_full_image: true
save_bbox_crops: false
save_mask_crops: false
min_bbox_dim: 5
To run, simply use:
sinapsis run name_of_the_config.yml
📙 Documentation
Documentation for this and other sinapsis packages is available on the sinapsis website
Tutorials for different projects within sinapsis are available at sinapsis tutorials page
🔍 License
This project is licensed under the AGPLv3 license, which encourages open collaboration and sharing. For more details, please refer to the LICENSE file.
For commercial use, please refer to our official Sinapsis website for information on obtaining a commercial license.
1 maintainer
Metadata
1 maintainer
Release files for sinapsis-data-visualization 0.1.14
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| sinapsis_data_visualization-0.1.14.tar.gz | 37.9 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| sinapsis_data_visualization-0.1.14-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 83.9 kB
Release files / sinapsis_data_visualization-0.1.14.tar.gz
| Download URL | sinapsis_data_visualization-0.1.14.tar.gz |
|---|---|
| Size | 37.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
97f011750ddc539fbb16353c6a0593aaeb7a1e9c0f4e0e8355e30cd684986c8f
|
|
BLAKE2b-256 checksum How to use checksums |
e6a8eef9dea5319876ab41ea891125c4fbd09079fe9fa1a4b5fe60a333dd9f43
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.5.16
|
Release files / sinapsis_data_visualization-0.1.14-py3-none-any.whl
| Download URL | sinapsis_data_visualization-0.1.14-py3-none-any.whl |
|---|---|
| Size | 45.9 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
dd39c9208502c64f42364e2049d5da43f60dcaffbe61ab7f50942476aa7167e6
|
|
BLAKE2b-256 checksum How to use checksums |
35b7676f5462a666f911ba7ceda4659d47f0afc14faf4fe912e890c6e6ae18e4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.5.16
|
