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前往新版Gitcode，体验更适合开发者的 AI 搜索 >>
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589d0f86
编写于
6月 28, 2020
作者:
L
linjintao
提交者：
lizz
6月 28, 2020
浏览文件
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Polish modelzoo readme
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11 changed file
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72 addition
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40 deletion
+72
-40
configs/localization/bmn/README.md
configs/localization/bmn/README.md
+1
-1
configs/recognition/i3d/README.md
configs/recognition/i3d/README.md
+7
-5
configs/recognition/r2plus1d/README.md
configs/recognition/r2plus1d/README.md
+5
-2
configs/recognition/r2plus1d/r2plus1d_r34_32x2x1_180e_kinetics400_rgb.py
...tion/r2plus1d/r2plus1d_r34_32x2x1_180e_kinetics400_rgb.py
+0
-0
configs/recognition/slowfast/README.md
configs/recognition/slowfast/README.md
+6
-3
configs/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb.py
...tion/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb.py
+0
-0
configs/recognition/slowfast/slowfast_r50_8x8x1_256e_kinetics400_rgb.py
...ition/slowfast/slowfast_r50_8x8x1_256e_kinetics400_rgb.py
+0
-0
configs/recognition/tin/README.md
configs/recognition/tin/README.md
+12
-5
configs/recognition/tsm/README.md
configs/recognition/tsm/README.md
+16
-10
configs/recognition/tsn/README.md
configs/recognition/tsn/README.md
+24
-13
tests/test_recognizers.py
tests/test_recognizers.py
+1
-1
未找到文件。
configs/localization/bmn/README.md
浏览文件 @
589d0f86
...
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@@ -2,7 +2,7 @@
|config | pretrain | AR@100| AUC | gpu_mem(M) | iter time(s) | ckpt | log|
|-|-|-|-|-|-|- | -|
|
bmn_400x100_9e_2x8_activitynet_feature
| None |75.28|67.22|5420|3.27|
[
ckpt
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[
log
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()|
|
[
bmn_400x100_9e_2x8_activitynet_feature
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bmn_400x100_2x8_9e_activitynet_feature.py
)
| None |75.28|67.22|5420|3.27|
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ckpt
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)|
[
log
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()|
## Preparation
### Data
...
...
configs/recognition/i3d/README.md
浏览文件 @
589d0f86
# I3D
## Kinetics400
|config | pretrain | top1 acc| top5 acc | gpu_mem(M) | iter time(s) | ckpt | log|
|-|-|-|-|-|-|- | -|
|
i3d_r34_32x2x1_100e_kinetics400_rgb
| ResNet34 |68.37|88.15| x | x |
[
ckpt
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[
log
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i3d_r50_32x2x1_100e_kinetics400_rgb
| ResNet50 |72.68|90.78| x | x |
[
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)
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log
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|
i3d_r50_dense_32x2x1_100e_kinetics400_rgb
| ResNet50 |72.77|90.57| x | x |
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log
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i3d_r50_fast_32x2x1_100e_kinetics400_rgb
| ResNet50 |72.32|90.72| x | x |
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i3d_r50_video_3d_32x2x1_100e_kinetics400_rgb
| ResNet50 | x | x | x | x |
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[
i3d_r34_32x2x1_100e_kinetics400_rgb
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i3d_r34_32x2x1_100e_kinetics400_rgb.py
)
| ResNet34 |68.37|88.15| x | x |
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[
i3d_r50_32x2x1_100e_kinetics400_rgb
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i3d_r50_32x2x1_100e_kinetics400_rgb.py
)
| ResNet50 |72.68|90.78| x | x |
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[
i3d_r50_dense_32x2x1_100e_kinetics400_rgb
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i3d_r50_dense_32x2x1_100e_kinetics400_rgb.py
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| ResNet50 |72.77|90.57| x | x |
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|
[
i3d_r50_fast_32x2x1_100e_kinetics400_rgb
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i3d_r50_fast_32x2x1_100e_kinetics400_rgb.py
)
| ResNet50 |72.32|90.72| x | x |
[
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log
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|
[
i3d_r50_video_3d_32x2x1_100e_kinetics400_rgb
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i3d_r50_video_32x2x1_100e_kinetics400_rgb.py
)
| ResNet50 | x | x | x | x |
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[
log
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### Data
...
...
configs/recognition/r2plus1d/README.md
浏览文件 @
589d0f86
# R2plus1D
## Kinetics400
|config | pretrain | top1 acc| top5 acc | gpu_mem(M) | iter time(s) | ckpt | log|
|-|-|-|-|-|-|- | -|
|r2plus1d_r34_3d_8x8x1_180e_kinetics400_rgb | None |68.68|88.36|5014|0.68|
[
ckpt
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)|
[
log
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()|
|r2plus1d_r34_3d_32x2x1_180e_kinetics400_rgb| None |74.60|91.59|9003|1.23|
[
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)
|
[
log
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)|
|
[
r2plus1d_r34_8x8x1_180e_kinetics400_rgb
](
r2plus1d_r34_8x8x1_180e_kinetics400_rgb.py
)
| None |68.68|88.36|5014|0.68|
[
ckpt
](
)|
[
log
]
()|
|
[
r2plus1d_r34_32x2x1_180e_kinetics400_rgb
](
r2plus1d_r34_32x2x1_180e_kinetics400_rgb.py
)
| None |74.60|91.59|9003|1.23|
[
ckpt
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)
|
[
log
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)|
|
[
r2plus1d_r34_video_8x8x1_180e_kinetics400_rgb
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r2plus1d_r34_video_8x8x1_180e_kinetics400_rgb.py
)
| None |x|x|x|x|
[
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### Data
...
...
configs/recognition/r2plus1d/r2plus1d_r34_3
d_3
2x2x1_180e_kinetics400_rgb.py
→
configs/recognition/r2plus1d/r2plus1d_r34_32x2x1_180e_kinetics400_rgb.py
浏览文件 @
589d0f86
文件已移动
configs/recognition/slowfast/README.md
浏览文件 @
589d0f86
# Slowfast
# SlowFast
## Kinetics400
|config | pretrain | top1 acc| top5 acc | gpu_mem(M) | iter time(s) | ckpt | log|
|-|-|-|-|-|-|- | -|
|slowfast_r50_3d_4x16x1_256e_kinetics400_rgb | None |75.3|92.2|6250|0.826|
[
ckpt
](
)|
[
log
]
()|
|slowfast_r50_3d_8x8x1_256e_kinetics400_rgb | None |76.36|92.56|9159|1.032|
[
ckpt
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)
|
[
log
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)|
|
[
slowfast_r50_4x16x1_256e_kinetics400_rgb
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slowfast_r50_4x16x1_256e_kinetics400_rgb.py
)
| None |75.3|92.2|6250|0.826|
[
ckpt
](
)|
[
log
]
()|
|
[
slowfast_r50_8x8x1_256e_kinetics400_rgb
](
slowfast_r50_8x8x1_256e_kinetics400_rgb.py
)
| None |76.36|92.56|9159|1.032|
[
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)
|
[
log
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)|
|
[
slowfast_r50_video_4x16x1_256e_kinetics400_rgb
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slowfast_r50_video_4x16x1_256e_kinetics400_rgb.py
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| None |x|x|x|x|
[
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### Data
...
...
configs/recognition/slowfast/slowfast_r50_
3d_
4x16x1_256e_kinetics400_rgb.py
→
configs/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb.py
浏览文件 @
589d0f86
文件已移动
configs/recognition/slowfast/slowfast_r50_
3d_
8x8x1_256e_kinetics400_rgb.py
→
configs/recognition/slowfast/slowfast_r50_8x8x1_256e_kinetics400_rgb.py
浏览文件 @
589d0f86
文件已移动
configs/recognition/tin/README.md
浏览文件 @
589d0f86
# TIN
## Kinetics400
|config | pretrain | top1 acc| top5 acc | gpu_mem(M) | iter time(s) | ckpt | log|
|-|-|-|-|-|-|- | -|
|tin_r50_1x1x8_35e_kinetics400_rgb | ResNet50 |69.44|89.19| x | x |
[
ckpt
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)
|
[
log
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)|
|tin_r50_finetune_1x1x8_35e_kinetics400_rgb | TSM |71.00|89.98| x | x |
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)
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|tin_r50_1x1x8_35e_sthv1_rgb | ResNet50 |41.59|71.94| x | x |
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|tin_r50_1x1x8_35e_sthv2_rgb | ResNet50 |53.08|82.02| x | x |
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[
log
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|tin_r50_video_2d_1x1x8_35e_kinetics400_rgb | ResNet50 | x | x | x | x |
[
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)
|
[
log
](
)|
|
[
tin_r50_1x1x8_35e_kinetics400_rgb
](
tin_r50_1x1x8_35e_kinetics400_rgb.py
)
| ResNet50 |69.44|89.19| x | x |
[
ckpt
](
)
|
[
log
](
)|
|
[
tin_r50_finetune_1x1x8_35e_kinetics400_rgb
](
tin_r50_finetune_1x1x8_35e_kinetics400_rgb.py
)
| TSM |71.00|89.98| x | x |
[
ckpt
](
)
|
[
log
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)|
|
[
tin_r50_video_2d_1x1x8_35e_kinetics400_rgb
](
tin_r50_video_1x1x8_35e_kinetics400_rgb.py
)
| ResNet50 | x | x | x | x |
[
ckpt
](
)
|
[
log
](
)|
## Something-Something V1&V2
|config | pretrain | top1 acc| top5 acc | gpu_mem(M) | iter time(s) | ckpt | log|
|-|-|-|-|-|-|- | -|
|
[
tin_r50_1x1x8_35e_sthv1_rgb
](
tin_r50_1x1x8_35e_sthv1_rgb.py
)
| ResNet50 |41.59|71.94| x | x |
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[
tin_r50_1x1x8_35e_sthv2_rgb
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tin_r50_1x1x8_35e_sthv2_rgb.py
)
| ResNet50 |53.08|82.02| x | x |
[
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[
log
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### Data
...
...
configs/recognition/tsm/README.md
浏览文件 @
589d0f86
# TSM
## Kinetics400
|config | pretrain | top1 acc| top5 acc | gpu_mem(M) | iter time(s) | ckpt | log|
|-|-|-|-|-|-|- | -|
|
[
tsm_r50_1x1x8_100e_kinetics400_rgb
](
tsm_r50_1x1x8_50e_kinetics400_rgb.py
)
| ResNet50 |70.24|89.56| x | x |
[
ckpt
](
)
|
[
log
](
)|
|
[
tsm_r50_dense_1x1x8_100e_kinetics400_rgb
](
tsm_r50_dense_1x1x8_50e_kinetics400_rgb.py
)
| ResNet50 |71.84|90.18| x | x |
[
ckpt
](
)
|
[
log
](
)|
|
[
tsm_r50_1x1x16_50e_kinetics400_rgb
](
tsm_r50_1x1x16_50e_kinetics400_rgb.py
)
| ResNet50 |71.69|90.4| x | x |
[
ckpt
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)
|
[
log
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)|
|
[
tsm_r50_video_1x1x8_100e_kinetics400_rgb
](
tsm_r50_video_1x1x8_100e_kinetics400_rgb.py
)
| ResNet50 | x | x | x | x |
[
ckpt
](
)
|
[
log
](
)|
## Something-Something V1&V2
|config | pretrain | top1 acc| top5 acc | gpu_mem(M) | iter time(s) | ckpt | log|
|-|-|-|-|-|-|- | -|
|tsm_r50_1x1x8_100e_kinetics400_rgb | ResNet50 |70.24|89.56| x | x |
[
ckpt
](
)
|
[
log
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)|
|tsm_r50_dense_1x1x8_100e_kinetics400_rgb | ResNet50 |71.84|90.18| x | x |
[
ckpt
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)
|
[
log
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|tsm_r50_1x1x16_50e_kinetics400_rgb | ResNet50 |71.69|90.4| x | x |
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)
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[
log
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|tsm_r50_video_2d_1x1x8_100e_kinetics400_rgb | ResNet50 | x | x | x | x |
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|tsm_r50_1x1x8_50e_sthv1_rgb | ResNet50 |44.62|75.51| x | x |
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|tsm_r50_1x1x16_50e_sthv1_rgb | ResNet50 |43.81|74.73| x | x |
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|tsm_r101_1x1x8_50e_sthv1_rgb| ResNet50 |46.41|74.07| x | x |
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|tsm_r50_1x1x8_50e_sthv2_rgb | ResNet50 |59.91|84.61| x | x |
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|tsm_r50_1x1x16_50e_sthv2_rgb | ResNet50 |56.10|84.43| x | x |
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|tsm_r101_1x1x8_50e_sthv2_rgb | ResNet50 | x | x | x | x |
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[
tsm_r50_1x1x8_50e_sthv1_rgb
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| ResNet50 |44.62|75.51| x | x |
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| ResNet50 |43.81|74.73| x | x |
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| ResNet50 |46.41|74.07| x | x |
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| ResNet50 |59.91|84.61| x | x |
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| ResNet50 |56.10|84.43| x | x |
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[
tsm_r101_1x1x8_50e_sthv2_rgb
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| ResNet50 | x | x | x | x |
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### Data
...
...
configs/recognition/tsn/README.md
浏览文件 @
589d0f86
# TSN
## UCF-101
|config | pretrain | top1 acc| top5 acc | gpu_mem(M) | iter time(s) | ckpt | log|
|-|-|-|-|-|-|- | -|
|
[
tsn_r50_1x1x3_100e_ucf101_rgb
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tsn_r50_1x1x3_100e_ucf101_rgb.py
)
| ResNet50 |80.12|96.09| x | x |
[
ckpt
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[
log
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## Kinetics
|
[
tsn_r50_1x1x3_100e_kinetics400_rgb
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tsn_r50_1x1x3_100e_kinetics400_rgb.py
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| ResNet50 |70.60|89.26| x | x |
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tsn_r50_1x1x5_50e_kinetics400_rgb
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| ResNet50 |68.64|88.19| x | x |
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[
tsn_r50_dense_1x1x5_50e_kinetics400_rgb
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tsn_r50_dense_1x1x5_50e_kinetics400_rgb.py
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| ResNet50 |68.59|88.31| x | x |
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[
tsn_r50_1x1x8_100e_kinetics400_rgb
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tsn_r50_1x1x8_100e_kinetics400_rgb.py
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| ResNet50 |69.41|88.37| x | x |
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[
tsn_r50_dense_1x1x8_100e_kinetics400_rgb
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tsn_r50_dense_1x1x8_100e_kinetics400_rgb.py
)
| ResNet50 |70.77|89.3| x | x |
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[
tsn_r50_video_1x1x3_100e_kinetics400_rgb
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tsn_r50_video_1x1x3_100e_kinetics400_rgb.py
)
| ResNet50 | x | x | x | x |
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[
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## Something-Something V1&V2
|
[
tsn_r50_1x1x8_50e_sthv1_rgb
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tsn_r50_1x1x8_50e_sthv1_rgb.py
)
| ResNet50 |18.55|44.80| x | x |
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[
tsn_r50_1x1x16_50e_sthv1_rgb
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tsn_r50_1x1x16_50e_sthv1_rgb.py
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| ResNet50 |15.77|39.85| x | x |
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[
tsn_r50_1x1x8_50e_sthv2_rgb
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tsn_r50_1x1x8_50e_sthv2_rgb.py
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| ResNet50 |32.41|64.05| x | x |
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[
tsn_r50_1x1x16_50e_sthv2_rgb
](
tsn_r50_1x1x16_50e_sthv2_rgb.py
)
| ResNet50 |22.48|49.08| x | x |
[
ckpt
](
)
|
[
log
](
)|
## MOMENTS IN TIME
|config | pretrain | top1 acc| top5 acc | gpu_mem(M) | iter time(s) | ckpt | log|
|-|-|-|-|-|-|- | -|
|tsn_r50_1x1x3_100e_ucf101_rgb | ResNet50 |80.12|96.09| x | x |
[
ckpt
](
)
|
[
log
](
)|
|tsn_r50_1x1x3_100e_kinetics400_rgb | ResNet50 |70.60|89.26| x | x |
[
ckpt
](
)
|
[
log
](
)|
|tsn_r50_1x1x5_50e_kinetics400_rgb | ResNet50 |68.64|88.19| x | x |
[
ckpt
](
)
|
[
log
](
)|
|tsn_r50_dense_1x1x5_50e_kinetics400_rgb | ResNet50 |68.59|88.31| x | x |
[
ckpt
](
)
|
[
log
](
)|
|tsn_r50_1x1x6_100e_mit_rgb | ResNet50 |26.84|51.6| x | x |
[
ckpt
](
)
|
[
log
](
)|
|tsn_r50_1x1x8_100e_kinetics400_rgb | ResNet50 |69.41|88.37| x | x |
[
ckpt
](
)
|
[
log
](
)|
|tsn_r50_dense_1x1x8_100e_kinetics400_rgb | ResNet50 |70.77|89.3| x | x |
[
ckpt
](
)
|
[
log
](
)|
|tsn_r50_1x1x8_50e_sthv1_rgb | ResNet50 |18.55|44.80| x | x |
[
ckpt
](
)
|
[
log
](
)|
|tsn_r50_1x1x8_50e_sthv2_rgb | ResNet50 |32.41|64.05| x | x |
[
ckpt
](
)
|
[
log
](
)|
|tsn_r50_1x1x16_50e_sthv1_rgb | ResNet50 |15.77|39.85| x | x |
[
ckpt
](
)
|
[
log
](
)|
|tsn_r50_1x1x16_50e_sthv2_rgb | ResNet50 |22.48|49.08| x | x |
[
ckpt
](
)
|
[
log
](
)|
|tsn_r50_video_1x1x3_100e_kinetics400_rgb | ResNet50 | x | x | x | x |
[
ckpt
](
)
|
[
log
](
)|
|
[
tsn_r50_1x1x6_100e_mit_rgb
](
tsn_r50_1x1x6_100e_mit_rgb.py
)
| ResNet50 |26.84|51.6| x | x |
[
ckpt
](
)
|
[
log
](
)|
## Multi-Moments in Time
|config | pretrain | mAP| gpu_mem(M) | iter time(s) | ckpt | log|
|-|-|-|-|-|- | -|
|
tsn_r101_1x1x5_60e_mmit_rgb
| ResNet101 |61.09| x | x |
[
ckpt
](
)
|
[
log
](
)|
|
[
tsn_r101_1x1x5_50e_mmit_rgb
](
tsn_r101_1x1x5_50e_mmit_rgb.py
)
| ResNet101 |61.09| x | x |
[
ckpt
](
)
|
[
log
](
)|
### Data
...
...
tests/test_recognizers.py
浏览文件 @
589d0f86
...
...
@@ -182,7 +182,7 @@ def test_r2plus1d():
def
test_slowfast
():
model
,
train_cfg
,
test_cfg
=
_get_recognizer_cfg
(
'slowfast/slowfast_r50_
3d_
4x16x1_256e_kinetics400_rgb.py'
)
'slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb.py'
)
recognizer
=
build_recognizer
(
model
,
train_cfg
=
train_cfg
,
test_cfg
=
test_cfg
)
...
...
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