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mit-han-lab
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tinyengine
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
https://mcunet.mit.edu
MIT License
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Different inference result on my own model using TinyEngine compare to python
#59
EricWu-ZL
closed
1 year ago
10
support of some fp32 operators
#58
meenchen
opened
1 year ago
0
No implemantation of convolve_1x1_s8_oddch_fpreq()
#57
leaf82318
opened
1 year ago
4
Test for SE module
#56
meenchen
closed
1 year ago
0
Refactor
#55
meenchen
closed
1 year ago
0
Add some tests
#54
meenchen
closed
1 year ago
0
STM32CubeIDE version
#53
byuljwa
closed
1 year ago
4
screen too dark
#52
Super-Karl
closed
1 year ago
2
Dev/openmv person detection
#51
meenchen
closed
1 year ago
0
Dev/face detection demo
#50
meenchen
closed
1 year ago
0
Cannot run Codegen to generate code for other models
#49
csjimmylu
opened
1 year ago
6
Fix kernel buffer related functions
#48
meenchen
closed
1 year ago
0
Fix include for arm math
#47
meenchen
closed
1 year ago
0
inference tutorial error
#46
Super-Karl
closed
1 year ago
4
Support training on openmv cam
#45
meenchen
closed
1 year ago
0
inference demo error
#44
ahdxwg
closed
1 year ago
3
get_kernel_buffer undefined
#43
Rainlolthx
opened
1 year ago
7
How can I send "3" to the UART input for the stm32 MCU?
#42
csjimmylu
closed
1 year ago
1
Would you mind upload some kernel of tiny engine?
#41
asdfrv100
closed
1 year ago
6
mcunet face detection model and code
#40
kumarchaitanyab
opened
1 year ago
10
Update import path
#39
meenchen
closed
1 year ago
0
Update for inference tutorial
#38
meenchen
closed
1 year ago
0
simple convolution outputs not matching with hand calculation and cmsis-nn simp_conv function outputs
#37
brainchip-india
closed
1 year ago
9
Fix patch based kernel
#36
meenchen
closed
1 year ago
0
Would you mind you uploading inplace depthwise kernel file on github?
#35
asdfrv100
closed
1 year ago
3
Update measured results and model ids
#34
meenchen
closed
1 year ago
0
Demo without LCD/Camera
#33
irvingzhang0512
closed
1 year ago
2
Removed superfluous parameter 'q15_t *kbuf'
#32
Zerkclown
closed
1 year ago
1
IDE Compilation Error
#31
Zerkclown
closed
1 year ago
2
Problem when doing inference tutorial
#30
rodonguyen
closed
1 year ago
2
Update README
#29
meenchen
closed
1 year ago
0
Fix bug from PR#26
#28
meenchen
closed
1 year ago
0
Code Generation Patch Based Inference Bug
#27
Zerkclown
closed
1 year ago
2
Preliminary support for patchbased inference and SE block (graph optimization for tflite model)
#26
meenchen
closed
1 year ago
0
Fix detection utility
#25
meenchen
closed
1 year ago
0
Profiling method?
#24
rodonguyen
closed
1 year ago
3
mcunet model with cmsis-nn
#23
brainchip-india
closed
1 year ago
23
Update op generator
#22
meenchen
closed
1 year ago
0
Fix missing files
#21
meenchen
closed
1 year ago
0
VWW demo and Arducam Shield Mini 2MP Plus
#20
ahdxwg
closed
1 year ago
3
Code generator for training
#19
meenchen
closed
1 year ago
0
mcunet-10fps inference failing shows nonperson always
#18
brainchip-india
closed
1 year ago
3
VWW demo on OpenMV Cam H7
#16
meenchen
closed
2 years ago
0
Small fix for set_linewidth() API
#15
nixward
closed
2 years ago
0
blank screen
#14
jonathan-ko
closed
2 years ago
5
Update README.md
#13
Lyken17
closed
2 years ago
0
Conversion of FC Layers and Conv Layers
#12
nnizh131
closed
1 year ago
2
Uint8 model
#11
waquey
closed
1 year ago
2
vvw.py error
#10
KwangryeolPark
closed
2 years ago
3
Using TinyEngine with TensorFlow Lite custom models & different/custom datasets.
#9
antragoudaras
closed
1 year ago
4
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