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Develop v1.0.0 alpha #357

Merged
merged 10 commits into from
Dec 25, 2021
Merged

Develop v1.0.0 alpha #357

merged 10 commits into from
Dec 25, 2021

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RangiLyu
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@RangiLyu RangiLyu commented Dec 16, 2021 •
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NanoDet-Plus

Architecture

image

ncnn benchmark

Model Resolution mAPval
0.5:0.95		 CPU Latency
(i7-8700)		 ARM Latency
(4*A76)		 Vulkan GPU Latency
(GTX1060)
NanoDet-Plus-m 320*320 27.0 10.32ms / 96.9FPS 11.97ms / 3.40ms / 294.1FPS
NanoDet-Plus-m 416*416 30.4 17.98ms / 55.6FPS 19.77ms / 4.27ms / 234.2FPS
NanoDet-Plus-m-1.5x 320*320 29.9 12.87ms / 77.7FPS 15.90ms / 3.78ms / 264.6FPS
NanoDet-Plus-m-1.5x 416*416 34.1 22.53ms / 44.4FPS 25.49ms / 4.79ms / 208.8FPS
PPPicoDet-ShuffleNetV2-1x 416*416 30.0 19.40ms /
YOLOX-Nano 416*416 25.8 23.08ms /
YOLOv5-n 640*640 28.4 44.39ms /

OpenVINO benchmark

Model Resolution mAPval
0.5:0.95		 CPU Latency (i7-8700)
NanoDet-Plus-m 320*320 27.0 5.25ms / 190FPS
NanoDet-Plus-m 416*416 30.4 8.32ms / 120FPS
NanoDet-Plus-m-1.5x 320*320 29.9 7.21ms / 139FPS
NanoDet-Plus-m-1.5x 416*416 34.1 11.50ms / 87FPS

@RangiLyu
[Feature]: Support EMA (#354)
d202711 
* [Feature]: Support EMA

* add doc

* add test
@RangiLyu
[Refactor] Remove deprecated api (#355)
1fc51c5 
* [Refactor] remove deprecated api

* update readme
@RangiLyu
[Feature]: Support GhostPAN (#356)
a805b73
@RangiLyu RangiLyu added enhancement New feature or request refactoring WIP Working in progress. labels Dec 16, 2021
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codecov bot commented Dec 16, 2021 •
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Codecov Report

Merging #357 (d91255b) into main (c931de5) will decrease coverage by 0.31%.
The diff coverage is 72.99%.

Impacted file tree graph

@@            Coverage Diff             @@
##             main     #357      +/-   ##
==========================================
- Coverage   74.32%   74.00%   -0.32%     
==========================================
  Files          63       66       +3     
  Lines        4136     4424     +288     
  Branches      658      752      +94     
==========================================
+ Hits         3074     3274     +200     
- Misses        865      970     +105     
+ Partials      197      180      -17
Flag Coverage Δ
unittests 74.00% <72.99%> (-0.32%) ⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
nanodet/util/check_point.py 17.85% <13.33%> (-9.42%) ⬇️
nanodet/trainer/task.py 53.59% <29.78%> (-8.56%) ⬇️
nanodet/model/weight_averager/__init__.py 37.50% <37.50%> (ø)
nanodet/model/head/nanodet_head.py 75.64% <47.22%> (-19.36%) ⬇️
nanodet/model/arch/nanodet_plus.py 47.82% <47.82%> (ø)
nanodet/util/logger.py 63.70% <50.00%> (-26.46%) ⬇️
nanodet/model/arch/one_stage_detector.py 60.00% <66.66%> (+0.54%) ⬆️
nanodet/model/fpn/__init__.py 76.47% <66.66%> (+5.04%) ⬆️
nanodet/model/head/nanodet_plus_head.py 72.76% <72.76%> (ø)
nanodet/model/arch/__init__.py 68.75% <75.00%> (+18.75%) ⬆️
... and 18 more

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@RangiLyu
[Feature] Add NanoDet-Plus head and Dynamic Soft-label Assigner. (#358)
161bda1 
* [Feature] Add NanoDet-Plus head.

* fix param

* fix log

* fix load

* refactor head output

* fix load weight and logger

* fix unit test and reuse code

* fix num_cls

* add unit test
@RangiLyu
[Refactor] Refactor onnx export and all demo post process. (#360)
2ca268a 
* [Refactor] Refactor onnx export and all demo post process.

* ncnn demo

* onnx output tmp

* refactor ncnn cpp demo

* refactor cpp demo

* support concat output and onnxsim

* refactor mnn demo

* add multi-backend demo

* add multi-backend demo

* refactor android demo

* fix detach
@RangiLyu
[Feature] Add nanodet-plus and support grad clip. (#362)
5967031 
* [Feature] Add nanodet-plus and support grad clip.

* fix forward

* add cfg

* refactor

* unit test
@RangiLyu
[Refactor] Refactor demo readme. (#365)
f2bb550 
* [Refactor] Refactor demo

* add openvino benchmark

* update readme

* add ncnn benchmark
@RangiLyu
update readme (#366)
74a8acc
@RangiLyu RangiLyu changed the title [WIP] Release v1.0.0 alpha Develop v1.0.0 alpha Dec 24, 2021
@RangiLyu RangiLyu removed the WIP Working in progress. label Dec 24, 2021
@RangiLyu
Refactor config (#367)
efddda7 
* update readme

* refactor config

* fix unit tests

* fix unit tests

* fix unit tests

* fix unit tests

* fix unit tests
@RangiLyu
Update android demo (#368)
d91255b
@RangiLyu RangiLyu merged commit dcc7e79 into main Dec 25, 2021
@RangiLyu RangiLyu deleted the v1.0.0-alpha branch December 25, 2021 09:57
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@RangiLyu @VenkataAbhi