TensorFlow-object-detection-tutorial
viseron
| TensorFlow-object-detection-tutorial | viseron | |
|---|---|---|
| 1 | 13 | |
| 150 | 1,407 | |
| - | - | |
| 0.0 | 9.1 | |
| almost 4 years ago | 2 days ago | |
| Python | Python | |
| - | MIT License |
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TensorFlow-object-detection-tutorial
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Python CUDA - Multiprocessing/Pipes/Queues
I am trying to accomplish something similar to this with yolo5. https://github.com/pythonlessons/TensorFlow-object-detection-tutorial
viseron
- Viseron 2.2.0 - Self-hosted, local only NVR and AI Computer Vision software.
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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.
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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
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surveillance station
Viseron
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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
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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.
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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.
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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
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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.
What are some alternatives?
ImageAI - A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
frigate - NVR with realtime local object detection for IP cameras
cupy - NumPy & SciPy for GPU
alpr-unconstrained - License Plate Detection and Recognition in Unconstrained Scenarios
pdf2image - A python module that wraps the pdftoppm utility to convert PDF to PIL Image object
moonfire-nvr - Moonfire NVR, a security camera network video recorder
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 - OS-NVR is a lightweight extensible CCTV system. Mirror of Codeberg.
pytorch2keras - PyTorch to Keras model convertor
os-nvr
a-PyTorch-Tutorial-to-Object-Detection - SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
frigate-hass-integration - Frigate integration for Home Assistant