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[MOT] add small scale fairmot (PaddlePaddle#4252)
* add small scale config * add model zoo * remove metric type
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worker_num: 4 | ||
TrainReader: | ||
inputs_def: | ||
image_shape: [3, 320, 576] | ||
sample_transforms: | ||
- Decode: {} | ||
- RGBReverse: {} | ||
- AugmentHSV: {} | ||
- LetterBoxResize: {target_size: [320, 576]} | ||
- MOTRandomAffine: {reject_outside: False} | ||
- RandomFlip: {} | ||
- BboxXYXY2XYWH: {} | ||
- NormalizeBox: {} | ||
- NormalizeImage: {mean: [0, 0, 0], std: [1, 1, 1]} | ||
- RGBReverse: {} | ||
- Permute: {} | ||
batch_transforms: | ||
- Gt2FairMOTTarget: {} | ||
batch_size: 6 | ||
shuffle: True | ||
drop_last: True | ||
use_shared_memory: True | ||
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||
EvalMOTReader: | ||
sample_transforms: | ||
- Decode: {} | ||
- LetterBoxResize: {target_size: [320, 576]} | ||
- NormalizeImage: {mean: [0, 0, 0], std: [1, 1, 1]} | ||
- Permute: {} | ||
batch_size: 1 | ||
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||
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TestMOTReader: | ||
inputs_def: | ||
image_shape: [3, 320, 576] | ||
sample_transforms: | ||
- Decode: {} | ||
- LetterBoxResize: {target_size: [320, 576]} | ||
- NormalizeImage: {mean: [0, 0, 0], std: [1, 1, 1]} | ||
- Permute: {} | ||
batch_size: 1 |
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,41 @@ | ||
worker_num: 4 | ||
TrainReader: | ||
inputs_def: | ||
image_shape: [3, 480, 864] | ||
sample_transforms: | ||
- Decode: {} | ||
- RGBReverse: {} | ||
- AugmentHSV: {} | ||
- LetterBoxResize: {target_size: [480, 864]} | ||
- MOTRandomAffine: {reject_outside: False} | ||
- RandomFlip: {} | ||
- BboxXYXY2XYWH: {} | ||
- NormalizeBox: {} | ||
- NormalizeImage: {mean: [0, 0, 0], std: [1, 1, 1]} | ||
- RGBReverse: {} | ||
- Permute: {} | ||
batch_transforms: | ||
- Gt2FairMOTTarget: {} | ||
batch_size: 6 | ||
shuffle: True | ||
drop_last: True | ||
use_shared_memory: True | ||
|
||
EvalMOTReader: | ||
sample_transforms: | ||
- Decode: {} | ||
- LetterBoxResize: {target_size: [480, 864]} | ||
- NormalizeImage: {mean: [0, 0, 0], std: [1, 1, 1]} | ||
- Permute: {} | ||
batch_size: 1 | ||
|
||
|
||
TestMOTReader: | ||
inputs_def: | ||
image_shape: [3, 480, 864] | ||
sample_transforms: | ||
- Decode: {} | ||
- LetterBoxResize: {target_size: [480, 864]} | ||
- NormalizeImage: {mean: [0, 0, 0], std: [1, 1, 1]} | ||
- Permute: {} | ||
batch_size: 1 |
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Original file line number | Diff line number | Diff line change |
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_BASE_: [ | ||
'../../datasets/mot.yml', | ||
'../../runtime.yml', | ||
'_base_/optimizer_30e.yml', | ||
'_base_/fairmot_dla34.yml', | ||
'_base_/fairmot_reader_576x320.yml', | ||
] | ||
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weights: output/fairmot_dla34_30e_576x320/model_final |
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,9 @@ | ||
_BASE_: [ | ||
'../../datasets/mot.yml', | ||
'../../runtime.yml', | ||
'_base_/optimizer_30e.yml', | ||
'_base_/fairmot_dla34.yml', | ||
'_base_/fairmot_reader_864x480.yml', | ||
] | ||
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weights: output/fairmot_dla34_30e_864x480/model_final |