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cli-help-eval_coco.txt
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cli-help-eval_coco.txt
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usage: eval_coco.py [-h] [--checkpoint CHECKPOINT] [--dilation DILATION]
[--dilation-end DILATION_END] [--basenet BASENET]
[--headnets HEADNETS [HEADNETS ...]] [--no-pretrain]
[--two-scale] [--head-dropout HEAD_DROPOUT]
[--head-quad HEAD_QUAD]
[--head-kernel-size HEAD_KERNEL_SIZE]
[--head-padding HEAD_PADDING]
[--head-dilation HEAD_DILATION]
[--seed-threshold SEED_THRESHOLD]
[--instance-threshold INSTANCE_THRESHOLD]
[--keypoint-threshold KEYPOINT_THRESHOLD]
[--decoder-workers DECODER_WORKERS]
[--no-force-complete-pose]
[--debug-pif-indices DEBUG_PIF_INDICES [DEBUG_PIF_INDICES ...]]
[--debug-paf-indices DEBUG_PAF_INDICES [DEBUG_PAF_INDICES ...]]
[--debug-file-prefix DEBUG_FILE_PREFIX]
[--profile-decoder] [--fixed-b FIXED_B]
[--pif-fixed-scale PIF_FIXED_SCALE] [--paf-th PAF_TH]
[--connection-method {median,max}]
[--paf-min-size PAF_MIN_SIZE] [--paf-fixed-size]
[--paf-aspect-ratio PAF_ASPECT_RATIO]
[--pif-side-length PIF_SIDE_LENGTH] [--output OUTPUT]
[-n N] [--skip-n SKIP_N] [--dataset {val,test,test-dev}]
[--min-ann MIN_ANN] [--batch-size BATCH_SIZE]
[--long-edge LONG_EDGE] [--loader-workers LOADER_WORKERS]
[--skip-existing] [--disable-cuda] [--write-predictions]
[--all-images] [--debug]
Evaluation on COCO data.
optional arguments:
-h, --help show this help message and exit
--output OUTPUT output filename without file extension (default: None)
-n N number of batches (default: 0)
--skip-n SKIP_N skip n batches (default: 0)
--dataset {val,test,test-dev}
dataset to evaluate (default: val)
--min-ann MIN_ANN minimum number of truth annotations (default: 0)
--batch-size BATCH_SIZE
batch size (default: 1)
--long-edge LONG_EDGE
long edge of input images (default: 641)
--loader-workers LOADER_WORKERS
number of workers for data loading (default: 2)
--skip-existing skip if output eval file exists already (default:
False)
--disable-cuda disable CUDA (default: False)
--write-predictions write a json and a zip file of the predictions
(default: False)
--all-images run over all images irrespective of catIds (default:
False)
network configuration:
--checkpoint CHECKPOINT
Load a model from a checkpoint. Use "resnet50",
"resnet101" or "resnet152" for pretrained OpenPifPaf
models. (default: None)
--dilation DILATION apply atrous (default: None)
--dilation-end DILATION_END
apply atrous (default: None)
--basenet BASENET base network, e.g. resnet50block5 (default: None)
--headnets HEADNETS [HEADNETS ...]
head networks (default: ['pif', 'paf'])
--no-pretrain create model without ImageNet pretraining (default:
True)
--two-scale two scale (default: False)
head:
--head-dropout HEAD_DROPOUT
zeroing probability of feature in head input (default:
0.0)
--head-quad HEAD_QUAD
number of times to apply quad (subpixel conv) to heads
(default: 0)
--head-kernel-size HEAD_KERNEL_SIZE
--head-padding HEAD_PADDING
--head-dilation HEAD_DILATION
decoder configuration:
--seed-threshold SEED_THRESHOLD
minimum threshold for seeds (default: 0.2)
--instance-threshold INSTANCE_THRESHOLD
filter instances by score (default: 0.0)
--keypoint-threshold KEYPOINT_THRESHOLD
filter keypoints by score (default: None)
--decoder-workers DECODER_WORKERS
number of workers for pose decoding (default: None)
--no-force-complete-pose
--debug-pif-indices DEBUG_PIF_INDICES [DEBUG_PIF_INDICES ...]
indices of PIF fields to create debug plots for (group
with comma, e.g. "0,1 2" to create one plot with field
0 and 1 and another plot with field 2) (default: [])
--debug-paf-indices DEBUG_PAF_INDICES [DEBUG_PAF_INDICES ...]
indices of PAF fields to create debug plots for (same
grouping behavior as debug-pif-indices) (default: [])
--debug-file-prefix DEBUG_FILE_PREFIX
save debug plots with this prefix (default: None)
--profile-decoder profile decoder (default: None)
PifPaf decoder:
--fixed-b FIXED_B overwrite b with fixed value, e.g. 0.5 (default: None)
--pif-fixed-scale PIF_FIXED_SCALE
overwrite pif scale with a fixed value (default: None)
--paf-th PAF_TH paf threshold (default: 0.1)
--connection-method {median,max}
connection method to use, max is faster (default: max)
paf encoder:
--paf-min-size PAF_MIN_SIZE
min side length of the PAF field (default: 3)
--paf-fixed-size fixed paf size (default: False)
--paf-aspect-ratio PAF_ASPECT_RATIO
paf width relative to its length (default: 0.0)
pif encoder:
--pif-side-length PIF_SIDE_LENGTH
side length of the PIF field (default: 4)
logging:
--debug print debug messages (default: False)