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mocleiri
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tensorflow-micropython-examples
A custom micropython firmware integrating tensorflow lite for microcontrollers and ulab to implement the tensorflow micro examples.
MIT License
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Add Dockerfile for building arm
#30
mocleiri
closed
2 years ago
0
Analyze available tflite micro models for which operators are most commonly used
#29
mocleiri
closed
2 years ago
1
Add support for customizing which tflite micro operators are included in the firmware
#28
mocleiri
opened
2 years ago
4
Add Circuitpython compatibility
#27
mocleiri
opened
2 years ago
3
Setup CI job to automatically update submodules
#26
mocleiri
opened
2 years ago
0
Fix tensorflow build in esp32 ci build
#25
mocleiri
closed
2 years ago
1
Implement person detection example
#24
mocleiri
closed
2 years ago
8
Setup CI for windows port
#23
mocleiri
closed
2 years ago
1
Migrate unix specific build logic into variant config
#22
mocleiri
closed
2 years ago
1
Setup CI for unix port
#21
mocleiri
closed
2 years ago
0
Don't trigger new firmware builds when the examples or documentation change
#20
mocleiri
closed
2 years ago
0
Parameterize the build artifacts to make downloading easier
#19
mocleiri
opened
2 years ago
0
Move custom board configs up to the main repository and setup on micropython master
#18
mocleiri
closed
2 years ago
1
Setup CI to build the project
#17
mocleiri
closed
2 years ago
2
Remove unused code related to models and openmv
#16
mocleiri
closed
2 years ago
1
Find out where the tensorflow micro version comes from in the new repository
#15
mocleiri
opened
2 years ago
2
Refactor Interpreter.invoke to preserve the initialized interpreter
#14
mocleiri
closed
2 years ago
1
Add microlite_op_resolver to allow for using the all or mutable op resolver
#13
mocleiri
opened
2 years ago
1
Change tensorflow submodule to source from new tensorflow micro repo
#12
mocleiri
closed
2 years ago
0
Find out how to move the microlite board definitions into the main repo from the micropython submodule.
#11
mocleiri
closed
2 years ago
1
Add tf.lite.Interpreter class to match upstream
#10
mocleiri
opened
2 years ago
0
See if we can use esp-dsp to accelerate esp32 math ops
#9
mocleiri
opened
2 years ago
18
Update hello world example to load model file from the file system
#8
mocleiri
closed
2 years ago
0
Create mechanism to build tensorflow ops as native modules to reduce the firmware size
#7
mocleiri
closed
2 years ago
2
Investigate automatic quantization when getting/setting values on tensors.
#6
mocleiri
opened
3 years ago
0
Implement Magic Wand Tensorflow Example
#5
mocleiri
opened
3 years ago
2
Expose tensor type to validate model is as expected
#4
mocleiri
closed
3 years ago
0
Migrate to Micropython 1.15
#3
mocleiri
closed
3 years ago
4
Implement micro-speech on esp32
#2
mocleiri
closed
2 years ago
3
Upgrade Micropython to latest to support version 4.3 esp-idf's
#1
mocleiri
closed
3 years ago
1
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