Adaptive learning #78

alpha-carinae29 · 2020-11-14T10:26:15Z

add Adaptive Learning support for USB TPU.
for more information about Adaptive Learning visit here

…arning updates the model

…u docker file

mats-claassen · 2020-11-16T12:40:01Z

README.md

@@ -182,6 +182,23 @@ docker build -f x86-openvino.Dockerfile -t "neuralet/smart-social-distancing:lat
 docker run -it -p HOST_PORT:8000 -v "$PWD/data":/repo/data -v "$PWD/config-x86-openvino.ini":/repo/config-x86-openvino.ini -v "$PWD/certificates/processor":/repo/certs  -e TZ=`./timezone.sh` neuralet/smart-social-distancing:latest-x86_64_openvino
 ```

+##### Run on AMD node with a connected Coral USB Accelerator with Adaptive Learning Support
+Currently Smart Social Distancing supports Adaptive Learning framework on X86 nodes with connected USB TPU. for more information about Adaptive Learning visit [this page](https://github.com/neuralet/neuralet/tree/master/applications/adaptive-learning)


Suggested change

Currently Smart Social Distancing supports Adaptive Learning framework on X86 nodes with connected USB TPU. for more information about Adaptive Learning visit [this page](https://github.com/neuralet/neuralet/tree/master/applications/adaptive-learning)

Currently Smart Social Distancing supports Adaptive Learning framework on X86 nodes with connected USB TPU. For more information about Adaptive Learning visit [this page](https://github.com/neuralet/neuralet/tree/master/applications/adaptive-learning)

mats-claassen · 2020-11-16T12:47:15Z

adaptive-learning/configs/config_engine.py

+import threading
+
+
+class ConfigEngine:


Can't we reuse the ConfigEngine from libs/ConfigEngine.py here?

Yeah, thanks for suggestion. Done.

mats-claassen · 2020-11-16T13:03:30Z

start_services_adaptive.bash

+
+bash /repo/sample_startup.bash $CONFIG  &
+bash /repo/update_model.bash $CONFIG &
+#trap "echo exitting because the model name is not compatible with adaptive learning.>&2;kill $(jobs -p)" SIGUSR1


I guess you can remove this comment with the if above

mats-claassen · 2020-11-16T13:08:12Z

update_model.bash

+    fi
+
+
+    response=$(curl 0.0.0.0:8000/process-video-cfg)


This endpoint has recently been renamed to start-process-video

mats-claassen · 2020-11-16T13:17:04Z

adaptive-learning/README.md

+### Clone Neuralet Repository
+Make sure you have the prerequisites and then clone this repository to your local system by running this command:
+```
+git clone https://github.com/neuralet/neuralet.git


I saw you added several files for adaptive learning. Is it still necessary to clone from neuralet/neuralet?

No, it was just the copy of the original README, I changed it and referred to the original one for more details.

renzodgc · 2020-11-16T13:22:01Z

README.md

+##### Run on AMD node with a connected Coral USB Accelerator with Adaptive Learning Support
+Currently Smart Social Distancing supports Adaptive Learning framework on X86 nodes with connected USB TPU. for more information about Adaptive Learning visit [this page](https://github.com/neuralet/neuralet/tree/master/applications/adaptive-learning)
+Important notes:
+1. you must install [Docker Compose](https://github.com/docker/compose) to be able to use Adaptive Learning.


Suggested change

1. you must install [Docker Compose](https://github.com/docker/compose) to be able to use Adaptive Learning.

1. You must install [Docker Compose](https://github.com/docker/compose) to be able to use Adaptive Learning.

renzodgc · 2020-11-16T13:25:24Z

README.md

@@ -182,6 +182,23 @@ docker build -f x86-openvino.Dockerfile -t "neuralet/smart-social-distancing:lat
 docker run -it -p HOST_PORT:8000 -v "$PWD/data":/repo/data -v "$PWD/config-x86-openvino.ini":/repo/config-x86-openvino.ini -v "$PWD/certificates/processor":/repo/certs  -e TZ=`./timezone.sh` neuralet/smart-social-distancing:latest-x86_64_openvino
 ```

+##### Run on AMD node with a connected Coral USB Accelerator with Adaptive Learning Support
+Currently Smart Social Distancing supports Adaptive Learning framework on X86 nodes with connected USB TPU. for more information about Adaptive Learning visit [this page](https://github.com/neuralet/neuralet/tree/master/applications/adaptive-learning)


Is https://github.com/neuralet/neuralet/tree/master/applications/adaptive-learning the same README than the one uploaded in adaptive-learning/README.md, if so please link to the smart-social-distance one

I linked to the original code base in smart-social-distancing one since the original one is a general solution and smart-social-distancing is just a use case. Thanks.

renzodgc · 2020-11-16T13:45:51Z

config-coral.ini

+#wether repeat the video processing when video reached to its final frame or not.
+Repeat = false


Suggested change

#wether repeat the video processing when video reached to its final frame or not.

Repeat = false

# Whether to loop the video processing when video reached to its final frame or not.

Repeat = false

This config allows for starting all over the video once it's finished? Could we change the name of the config to something like LoopVideoFile. Something that's clear that affects only when consuming a video file after it finishes. And not a camera

Yeah, you are right. Done

pgrill · 2020-11-16T15:22:55Z

libs/distancing.py

@@ -296,6 +298,10 @@ def process_video(self, video_uri):
                frame_num += 1
                if frame_num % 100 == 1:
                    logger.info(f'processed frame {frame_num} for {video_uri}')
+                if self.repeat == 'true' and frame_num % total_frames == 0:


I think that the repeat parameter should be a boolean and init it using the function get_boolean from the config_engine.

Thanks. Done.

…LoopVideoFile

alpha-carinae29 added 10 commits October 31, 2020 12:21

add adaptive learning app from neuralet/neuralet repo

e27c0a4

modify paths

067d147

modify some parameters of adaptive learning app

54fd9a4

add callback for restart smart social distancing whenever adaptive le…

49ccb02

…arning updates the model

add adaptive learning support of social smart distancing amd64 usb tp…

6367b5d

…u docker file

add docker compose for adaptive learning support on usb tpu

c1a353b

tpu usb support of adaptive learning tested and working

12cf5d8

add repeat video option

04f65e8

update README

a5fbdd3

merge with upstream/master

da7e756

mats-claassen reviewed Nov 16, 2020

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renzodgc reviewed Nov 16, 2020

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pgrill reviewed Nov 16, 2020

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alpha-carinae29 and others added 7 commits November 17, 2020 09:33

reused smart social distancing config engine in adaptive learning

3084b4a

update api call

7397440

change Repeat item of configs to LoopVideoFile | use get_boolean for …

88d04eb

…LoopVideoFile

fix typos

93c2ec9

update adaptive learning README file

8dbea09

change backoff time for student model

d2e85d6

Merge branch 'master' into adaptive-learning

bfec093

mats-claassen approved these changes Nov 18, 2020

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Adaptive learning #78

Adaptive learning #78

alpha-carinae29 commented Nov 14, 2020

mats-claassen Nov 16, 2020

alpha-carinae29 Nov 17, 2020

mats-claassen Nov 16, 2020

alpha-carinae29 Nov 17, 2020

mats-claassen Nov 16, 2020

alpha-carinae29 Nov 17, 2020

mats-claassen Nov 16, 2020

alpha-carinae29 Nov 17, 2020

mats-claassen Nov 16, 2020

alpha-carinae29 Nov 17, 2020

renzodgc Nov 16, 2020

alpha-carinae29 Nov 17, 2020

renzodgc Nov 16, 2020

alpha-carinae29 Nov 17, 2020

renzodgc Nov 16, 2020 •

edited

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alpha-carinae29 Nov 17, 2020

pgrill Nov 16, 2020

alpha-carinae29 Nov 17, 2020

	Currently Smart Social Distancing supports Adaptive Learning framework on X86 nodes with connected USB TPU. for more information about Adaptive Learning visit [this page](https://github.com/neuralet/neuralet/tree/master/applications/adaptive-learning)
	Currently Smart Social Distancing supports Adaptive Learning framework on X86 nodes with connected USB TPU. For more information about Adaptive Learning visit [this page](https://github.com/neuralet/neuralet/tree/master/applications/adaptive-learning)

	1. you must install [Docker Compose](https://github.com/docker/compose) to be able to use Adaptive Learning.
	1. You must install [Docker Compose](https://github.com/docker/compose) to be able to use Adaptive Learning.

		#wether repeat the video processing when video reached to its final frame or not.
		Repeat = false

		import threading


		class ConfigEngine:

Adaptive learning #78

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Adaptive learning #78

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alpha-carinae29 commented Nov 14, 2020

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renzodgc Nov 16, 2020 • edited Loading

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renzodgc Nov 16, 2020 •

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