Blue Iris

Re: CPAI Coral Detections not working

2024-04-20T09:49:55+00:00

Also make sure it is using the correct port, codeproject ai changed its port on recent updates:

Statistics: Posted by nothinger — Sat Apr 20, 2024 9:49 am

Re: CPAI Coral Detections not working

2024-04-20T09:46:47+00:00

I tried again today with a coral tpu wif m2. Installed without issues. CPAI Dashboard worked with the coral module and achieved inference speeds of 7-9ms on cpai.

But from the Blueiris side - no triggers would trigger the coral to analyise the snapshots. Swapped the module back to GPU and working again.

What am I missing? Some on the BI side? Some config setting in the AI of BI?
Or are the the models of the current cpai module tpu(tf-lite) just not working with BI?

Thanks

Unraid server - cpai running in a container
BI on a dedicated windows pc

I'm not an expert, but I'll try to help. From what I understand, the software movement detection from Blue Iris or the camera own movement sensor via ONVIF will tell Blue Iris to pass that to AI to do the object detection. Just to make it clear, coral does not trigger any detection, it just identifies what is on the image from a trigger that Blue Iris created, and passed the image for it to analise. BI then has configuration to confirm/cancel the detection based on its configuration under the AI tab for each camera.

For example, my decent cameras all trigger ONVIF alerts to BlueIris, then on alert tab of the camera I have the AI configuration as follow:

Statistics: Posted by nothinger — Sat Apr 20, 2024 9:46 am

Re: CPAI Coral Detections not working

2024-04-18T21:52:11+00:00

I tried again today with a coral tpu wif m2. Installed without issues. CPAI Dashboard worked with the coral module and achieved inference speeds of 7-9ms on cpai.

But from the Blueiris side - no triggers would trigger the coral to analyise the snapshots. Swapped the module back to GPU and working again.

What am I missing? Some on the BI side? Some config setting in the AI of BI?
Or are the the models of the current cpai module tpu(tf-lite) just not working with BI?

Thanks

Unraid server - cpai running in a container
BI on a dedicated windows pc

Statistics: Posted by yonnysmith — Thu Apr 18, 2024 9:52 pm

Re: CPAI Coral Detections not working

2024-01-12T22:16:00+00:00

Hi Mike,

Curious how you're coming with Coral AI and custom models? I just need to detect people and vehicles. I have a Nvidia 1030 GPU but would consider switching to Coral if much faster?

Thanks,

David

Statistics: Posted by dwhelan — Fri Jan 12, 2024 10:16 pm

Re: CPAI Coral Detections not working

2023-12-30T16:07:00+00:00

The custom models are faster and have better accuracy. I use ipcam-general on all my cameras.
I am working on a Coral module that will work with custom models.

I'm looking forward to use them. The default models on mine strangely take 100-200ms to process. It could be because I run blueiris as a VM in Hyper-v and passthrough the pci-e coral directly to the VM, but I was expecting a bit better performance. It is a Ryzen 5800U cpu running it.

Statistics: Posted by nothinger — Sat Dec 30, 2023 4:07 pm

Re: CPAI Coral Detections not working

2023-12-14T15:26:56+00:00

The custom models are faster and have better accuracy. I use ipcam-general on all my cameras.
I am working on a Coral module that will work with custom models.

That would be amazing, good luck.

Statistics: Posted by douga — Thu Dec 14, 2023 3:26 pm

Re: CPAI Coral Detections not working

2023-12-14T14:47:55+00:00

The custom models are faster and have better accuracy. I use ipcam-general on all my cameras.
I am working on a Coral module that will work with custom models.

Statistics: Posted by MikeLud — Thu Dec 14, 2023 2:47 pm

Re: CPAI Coral Detections not working

2023-12-14T14:41:21+00:00

Custom models only detect the below compared to default object detection

CodeProject.AI-Custom-IPcam-Models
IPcam-combined Labels: - person, bicycle, car, motorcycle, bus, truck, bird, cat, dog, horse, sheep, cow, bear, deer, rabbit, raccoon, fox, skunk, squirrel, pig

IPcam-general Labels (includes dark models images): - person, vehicle

IPcam-animal Labels: - bird, cat, dog, horse, sheep, cow, bear, deer, rabbit, raccoon, fox, skunk, squirrel, pig

IPcam-dark Labels: - Bicycle, Bus, Car, Cat, Dog, Motorcycle, Person

license-plate Labels: - DayPlate, NightPlate

Plate Label: - Plate

Default Object Detection:
person
bicycle, car, motorbike, aeroplane, bus, train, truck, boat
traffic light, fire hydrant, stop sign, parking meter, bench
cat, dog, horse, sheep, cow, elephant, bear, zebra, giraffe
backpack, umbrella, handbag, tie, suitcase, frisbee, skis, snowboard, sports ball, kite, baseball bat, baseball glove, skateboard, surfboard, tennis racket
bottle, wine glass, cup, fork, knife, spoon, bowl
banana, apple, sandwich, orange, broccoli, carrot, hot dog, pizza, donut, cake
chair, sofa, pottedplant, bed, diningtable, toilet, tvmonitor, laptop, mouse, remote, keyboard, cell phone, microwave, oven, toaster, sink, refrigerator, book, clock, vase, scissors, teddy bear, hair drier, toothbrush

Thanks Mike. Question for you, do people prefer to use the custom models for better performance? In other words, since the default object detection is looking for more/different objects, is it generally more taxing on the system? What is the benefit of using the custom models over the default?

Statistics: Posted by douga — Thu Dec 14, 2023 2:41 pm

Re: CPAI Coral Detections not working

2023-12-14T14:36:26+00:00

Custom models only detect the below compared to default object detection

CodeProject.AI-Custom-IPcam-Models
IPcam-combined Labels: - person, bicycle, car, motorcycle, bus, truck, bird, cat, dog, horse, sheep, cow, bear, deer, rabbit, raccoon, fox, skunk, squirrel, pig

IPcam-general Labels (includes dark models images): - person, vehicle

IPcam-animal Labels: - bird, cat, dog, horse, sheep, cow, bear, deer, rabbit, raccoon, fox, skunk, squirrel, pig

IPcam-dark Labels: - Bicycle, Bus, Car, Cat, Dog, Motorcycle, Person

license-plate Labels: - DayPlate, NightPlate

Plate Label: - Plate

Default Object Detection:

person
bicycle, car, motorbike, aeroplane, bus, train, truck, boat
traffic light, fire hydrant, stop sign, parking meter, bench
cat, dog, horse, sheep, cow, elephant, bear, zebra, giraffe
backpack, umbrella, handbag, tie, suitcase, frisbee, skis, snowboard, sports ball, kite, baseball bat, baseball glove, skateboard, surfboard, tennis racket
bottle, wine glass, cup, fork, knife, spoon, bowl
banana, apple, sandwich, orange, broccoli, carrot, hot dog, pizza, donut, cake
chair, sofa, pottedplant, bed, diningtable, toilet, tvmonitor, laptop, mouse, remote, keyboard, cell phone, microwave, oven, toaster, sink, refrigerator, book, clock, vase, scissors, teddy bear, hair drier, toothbrush

Statistics: Posted by MikeLud — Thu Dec 14, 2023 2:36 pm

Re: CPAI Coral Detections not working

2023-12-14T14:10:42+00:00

The ObjectDetection (Coral) module does not support custom models only default object detection.

Can you clarify what this means? What is the difference between custom models and default object detection? I didn't notice any differences when switching from my CPU to the TPU in CodeProjectAI (CPAI). It still detects people and cars.

Statistics: Posted by douga — Thu Dec 14, 2023 2:10 pm

Re: CPAI Coral Detections not working

2023-12-13T22:48:00+00:00

The ObjectDetection (Coral) module does not support custom models only default object detection.

Statistics: Posted by MikeLud — Wed Dec 13, 2023 10:48 pm

Re: CPAI Coral Detections not working

2023-12-13T21:43:21+00:00

Hello, I have the coral TPU setup and running and working on a raspberry pi. I have tested it and am getting back good results, but the it seems like blue iris isn't taking the results correctly? I am not sure how to descuribe it but when I check the AI debugging I am not seeing the person icons, just circle crossed out logo. See attached image.
Could you please share your System Info tab from the CodeProject.AI Server dashboard, and any logs you get for these results as well?

Sure, here you go...

Statistics: Posted by douga — Wed Dec 13, 2023 9:43 pm

Re: CPAI Coral Detections not working

2023-12-13T19:55:24+00:00

Hello, I have the coral TPU setup and running and working on a raspberry pi. I have tested it and am getting back good results, but the it seems like blue iris isn't taking the results correctly? I am not sure how to descuribe it but when I check the AI debugging I am not seeing the person icons, just circle crossed out logo. See attached image.

Could you please share your System Info tab from the CodeProject.AI Server dashboard, and any logs you get for these results as well?

Statistics: Posted by cp_sean — Wed Dec 13, 2023 7:55 pm

Re: CPAI Coral Detections not working

2023-12-13T16:56:19+00:00

I'm running BI with CodeProject AI on a Windows 11 PC using a Google Coral TPU via a PCIe interface (not USB). The AI is using my Coral TPU, and is frankly quite amazing. Generally analyzing in 13ms - 25ms and have processed over 43,000 requests without crashing or issues. Before the TPU was installed, I was running the AI on my Core i7-9700k CPU which was taking 125ms - 500ms. So the TPU appears to be 10 times faster and draws only a couple of watts doing it. Pretty impressive.

Statistics: Posted by douga — Wed Dec 13, 2023 4:56 pm

Re: CPAI Coral Detections not working

2023-11-11T14:49:34+00:00

I've not started yet with BI. Currently, running Frigate with TPU but thinking of moving. Just saw this post https://github.com/codeproject/CodeProj ... 1675977630
Based on this, it looks like W10 is supported, not sure about W11. On what do you run your environment ?

Statistics: Posted by jensie — Sat Nov 11, 2023 2:49 pm