viseron
TensorFlow-object-detection-tutorial
Our great sponsors
| viseron | TensorFlow-object-detection-tutorial | |
|---|---|---|
| 13 | 1 | |
| 1,388 | 150 | |
| - | - | |
| 9.0 | 0.0 | |
| 14 days ago | almost 4 years ago | |
| Python | Python | |
| MIT License | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
viseron
- Viseron 2.2.0 - Self-hosted, local only NVR and AI Computer Vision software.
-
PoE Camera Recommendations
I'm using 4 Dahua turret cameras, also setup exactly like u/o4b describes. Works flawlessly. While I'm also using Frigate, there's another similar piece of software called Viseron that I've just become aware of that looks similar. I can't speak for it at all as I'm very happy with Frigate, but if you're starting from nothing, you may as well consider which may work better for you.
-
Viseron 2.0.0 - Self-hosted, local only NVR and AI Computer Vision software.
Check out the release notes: https://github.com/roflcoopter/viseron/releases/tag/v2.0.0
-
surveillance station
Viseron
-
Best self-hosteable NVR
I have been using zoneminder for years and love it. If you can actually get a tensorflow unit, Frigate can be good. Just heard about Viseron, and am looking at trying it. https://github.com/roflcoopter/viseron
-
Have 16-camera Reolink NVR, looking for self-hosted person detection and notification solution
There is also: https://github.com/roflcoopter/viseron - which again, using mqtt. You would need to bridge it to Signal.
- Frigate without a coral? Worried about my CPU being hammered.
-
Six-core CPUs finally overtake quad-core processors on Steam
I do love having my threadripper in my home docker server though. Home assistant, plex, viseron, etc. all love the available CPU.
-
Indoor home security camera with privacy in mind
If not motioneye, there are a bunch of other free options. I run zoneminder - it should work there with filters to move clips from primary storage on a schedule. You could do it with this one + rclone as well: https://github.com/roflcoopter/viseron
-
My wife and brother worked together to get me an RPi4 for Xmas! I'm so excited to throw HomeAssistant on it once we get home
viseron works pretty well for me with cpu only.
TensorFlow-object-detection-tutorial
-
Python CUDA - Multiprocessing/Pipes/Queues
I am trying to accomplish something similar to this with yolo5. https://github.com/pythonlessons/TensorFlow-object-detection-tutorial
What are some alternatives?
frigate - NVR with realtime local object detection for IP cameras
ImageAI - A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
alpr-unconstrained - License Plate Detection and Recognition in Unconstrained Scenarios
cupy - NumPy & SciPy for GPU
moonfire-nvr - Moonfire NVR, a security camera network video recorder
pdf2image - A python module that wraps the pdftoppm utility to convert PDF to PIL Image object
OS-NVR - OS-NVR is a lightweight extensible CCTV system. Mirror of Codeberg.
PINTO_model_zoo - A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
os-nvr
pytorch2keras - PyTorch to Keras model convertor
frigate-hass-integration - Frigate integration for Home Assistant
a-PyTorch-Tutorial-to-Object-Detection - SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection