JABS Vision (jabs-vision)
This package handles raw video processing and deep learning training and inference.
Overview
jabs-vision is responsible for converting raw video frames into pose estimation data.
It houses the heavy machine learning frameworks and GPU-accelerated code.
Responsibilities
- Pose Estimation Inference: Running deep learning models (PyTorch) on video frames to detect keypoints.
- Static Object Detection
- Segmentation Masking
- Identity Matching: Tracking individual animals across frames using vectorized features.
- Video Processing: Handling frame extraction and normalization for input to vision models.
Key Components
jabs.vision.inference: Wrappers for pose estimation model execution.jabs.vision.tracking: Identity matching and re-identification logic.
Dependencies
torch/torchvisionopencv-python-headlessjabs-io,jabs-core
Release files for jabs-vision 0.47.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| jabs_vision-0.47.1.tar.gz | 30.7 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| jabs_vision-0.47.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 76.2 kB
Release files / jabs_vision-0.47.1.tar.gz
| Download URL | jabs_vision-0.47.1.tar.gz |
|---|---|
| Size | 30.7 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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uv/0.12.19 {"installer":{"name":"uv","version":"0.12.19","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / jabs_vision-0.47.1-py3-none-any.whl
| Download URL | jabs_vision-0.47.1-py3-none-any.whl |
|---|---|
| Size | 45.5 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.12.19 {"installer":{"name":"uv","version":"0.12.19","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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