So does this setting does not apply to your models correct ? like IPCAM-combined for example.
5.5.8 - June 13, 2022 - Code Project’s SenseAI Version 1 - See V2 here https://ipcamtalk.com/threads/codeproject-ai-version-2-0.68030/
- Thread starter fenderman
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Vettester
Getting comfortable
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Hmmm... I installed it on two machines with no issues on either one.
yep...more than likely just one of those "who knows" things. Seems to run fine now. Looking forward to a more streamlined upgrade process though from CP.AI Or better yet, a download version that requires no further downloading of components during the install process.
misterfredsr
Getting the hang of it
I had to uninstall everything because of my problem with my GPU not working. Everything is working great now.
MikeLud1
IPCT Contributor
Correct, only YOLO models
MikeLud1
IPCT Contributor
This was added if you are having issues with getting a GPU to work using half precision (this is better then full precision). So now you can disable half precision if you are having GPU issues.
sebastiantombs
Known around here
Could you explain that in more detail Mike?
MikeLud1
IPCT Contributor
The disabling half precision was need to get the below GPUs to work. The current code will disable half precision for these GPUs automatically. The manual disabling was add just incase there are other GPUs needing this disabled.
I don't get how choosing model size choose which yolo? is there a table of model size and yolo? like medium= 5l or something?
also : is there a difference between yolov5l and yolov5l-cls?
the one I downloaded from git is way smaller than the one installed by ci by default, like 50 vs 90
also : is there a difference between yolov5l and yolov5l-cls?
the one I downloaded from git is way smaller than the one installed by ci by default, like 50 vs 90
Corvus85
Getting the hang of it
What's the difference between the sizes?
And what's the difference between yolov5l, yolov5m,yolov5n, and yolov5s?
What objects do they each include?
CrazyAsYou
Getting comfortable
They all have the same objects. The difference is how accurate they are. The bigger the model the better the accuracy.
This comes at a cost of extra CPU/GPU cycles and an increased memory footprint. The extra CPU/GPU cycles will almost mean slightly longer detection times.
The best thing to-do is take a whole bunch of snapshots from your own cameras and run them all via the “Object Detection” in the CP.AI Explorer in the web browser to compare what difference you get for objects detected and the percentage confidence, then pick the smallest yolo model you’re happy with.
In my testing I see great (accurate) results with yolov5l and yolov5m and ok results with yolov5n and yolov5s.
As I have a GTX 970 that handles yolov5l pretty well <80ms results and as it scores about 5%-9% better confidence on my cameras for people and cars than yolov5m I run the larger one(yolov5l) but each persons mileage will vary depending on camera images and system performance.
Corvus85
Getting the hang of it
Thanks.
Does Sense.AI have any compatibility with Google Coral? I've got a spare USB version lying around that isn't doing anything.
CrazyAsYou
Getting comfortable
Not at the moment but I think they're working on it.
Corvus85
Getting the hang of it
Interesting. How does this compare with the ipcam custom models? Especially when detecting animals?
CrazyAsYou
Getting comfortable
I can't comment on animals as I only look for people and cars. The larger yolo model is more accurate that ipcam-general but as I said it comes at the cost of speed and system resources. As I recall ipcam-general performed almost the same level (slightly lower confidence) of accuracy as yolov5m but is quicker due to the reduced objects it can detect.
Corvus85
Getting the hang of it
Is there a central location where I can see all the objects that various models can detect? Including the ipcam models?
Otherwise, how will I know which objects to specify for my chosen model?
Otherwise, how will I know which objects to specify for my chosen model?
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CrazyAsYou
Getting comfortable
So for all Mike's customer models you can find the table on the first post here Mike's Custom Models
The yolo models have loads of objects (79), if you look here at the source code you can see them all listed yolov5 coco.yaml
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CrazyAsYou
Getting comfortable
@Corvus85 - There are more yolov5 models than what is included with the CP.AI install, they can be used as custom models but unless you're rocking some serious hardware (3080/3090 etc) and also don't care about power consumstion I think there a bit overkill, which I way I assume the CP team them out. Aanyway they're here if you want to take a look yolov5 pretrained models
biggen
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You may want to start in page 1 of this thread and work your way forward. I know it’s a bit of reading but a lot of these questions are answered already and you will gain a bit more understanding of the entire project as well.