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_BASE_: "Base-RCNN-FPN-Atop10P_CA.yaml"
MODEL:
WEIGHTS: https://dl.fbaipublicfiles.com/densepose/evolution/densepose_R_50_FPN_DL_WC1M_3x_Atop10P_CA/217578784/model_final_9fe1cc.pkl
RESNETS:
DEPTH: 50
DENSEPOSE_ON: True
ROI_HEADS:
NAME: "DensePoseROIHeads"
IN_FEATURES: ["p2", "p3", "p4", "p5"]
NUM_CLASSES: 1
ROI_DENSEPOSE_HEAD:
NAME: "DensePoseDeepLabHead"
UV_CONFIDENCE:
ENABLED: True
TYPE: "iid_iso"
SEGM_CONFIDENCE:
ENABLED: True
POINT_REGRESSION_WEIGHTS: 0.0005
POOLER_TYPE: "ROIAlign"
NUM_COARSE_SEGM_CHANNELS: 2
COARSE_SEGM_TRAINED_BY_MASKS: True
BOOTSTRAP_DATASETS:
- DATASET: "chimpnsee"
RATIO: 1.0
IMAGE_LOADER:
TYPE: "video_keyframe"
SELECT:
STRATEGY: "random_k"
NUM_IMAGES: 4
TRANSFORM:
TYPE: "resize"
MIN_SIZE: 800
MAX_SIZE: 1333
BATCH_SIZE: 8
NUM_WORKERS: 1
INFERENCE:
INPUT_BATCH_SIZE: 1
OUTPUT_BATCH_SIZE: 1
DATA_SAMPLER:
# supported types:
# densepose_uniform
# densepose_UV_confidence
# densepose_fine_segm_confidence
# densepose_coarse_segm_confidence
TYPE: "densepose_fine_segm_confidence"
COUNT_PER_CLASS: 8
FILTER:
TYPE: "detection_score"
MIN_VALUE: 0.8
BOOTSTRAP_MODEL:
WEIGHTS: https://dl.fbaipublicfiles.com/densepose/evolution/densepose_R_50_FPN_DL_WC1M_3x_Atop10P_CA/217578784/model_final_9fe1cc.pkl
SOLVER:
CLIP_GRADIENTS:
ENABLED: True
MAX_ITER: 270000
STEPS: (210000, 250000)
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