No project description provided
Project description
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 history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
jabs_vision-0.42.0.tar.gz
(15.9 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file jabs_vision-0.42.0.tar.gz.
File metadata
- Download URL: jabs_vision-0.42.0.tar.gz
- Upload date:
- Size: 15.9 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","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}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
f04633c465542082c48202d3a3f068cf8160c5b37f462768fc4ce64a9b1935b3
|
|
| MD5 |
64dbb1c7aad41608b0d9a829ea9d3c64
|
|
| BLAKE2b-256 |
8bf6f856b9bdaa1e228a728560a3383a4b53566530cd9fb231c139d50582a391
|
File details
Details for the file jabs_vision-0.42.0-py3-none-any.whl.
File metadata
- Download URL: jabs_vision-0.42.0-py3-none-any.whl
- Upload date:
- Size: 24.0 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","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}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
11fb3282321199439eafb7c48c8a8361db7f36d90f3250bf5615f5159e4d4471
|
|
| MD5 |
bb6216e33e197dc684a2e74e88f9ba52
|
|
| BLAKE2b-256 |
f9411c1a0b76a71188d4bd2e4565483054b43e1640a100cd18a0c2e1fc9183db
|
