Offline Object Detection and Tracking on a Raspberry Pi
AI
computer vision on embedded devices
SHOW HN2018
Offline Object Detection and Tracking on a Raspberry Pi
Offline Object Detection and Tracking on a Raspberry Pi
medium.com#object detection#raspberry pi#offline inference#object tracking#tensorflow
106points
12comments
#409of 2,155 in 2018
Top 19%of 2018 by points
How HN took it
CuriousMostly questions and neutral comments
0 positive, 4 neutral or asking, 0 mixed, 1 critical, out of 5 comments about the project. Thread score -0.13.
Performance: 0 for, 1 against
The thread, comment by comment
Each row is a top-level comment and its replies, in HN's order. Select a cell to open that comment on HN.
positive neutral or mixed critical about another commenter or something else the maker
What HN said
Objections
Performance may be poor on Raspberry Pi Zero due to ARMv6 architecture
From 1 comment
You want to proceed carefully with a Pi Zero - the chip is an ARMv6, so you'll end up building more things and you loose some optimization - you might not like the performance :-(
MarkMMullin on HN
Requests
Self-contained way to run trained models on a Pi without many Python dependencies
From 1 comment
Is there a more self-contained way of running trained models on devices like the Pi? Almost all tutorials I've come across always require me to install a lot of Python…
dividuum on HN
Questions
Why Python and not C++?
From 2 comments
Why python and not c++?
IloveHN84 on HNWhy C++ and not Python?
icebraining on HN
Alternatives named
Darknet/YOLO
From 1 comment
Is there a more self-contained way of running trained models on devices like the Pi? Almost all tutorials I've come across always require me to install a lot of Python…
dividuum on HN
Flogo
From 1 comment
Not exactly a single binary, but Flogo - https://github.com/TIBCOSoftware/flogo uses one binary + one .so for TF inferencing. See…
zok3102 on HN
Resin.io
From 1 comment
Did you look at Resin OS at all (resin.io)? No affiliation. Ship a container to your Pi that you can develop on your laptop and then have built for the ARM architecture on…
brittohalloran on HN
TensorFlow.js
From 1 comment
You could use tensorflow.js, not self-contained, but it only depends on the browser. And... Is it easy to get openCL working on a Pi? WebGL might be slower, but it ought to just…
Maybestring on HN