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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_coarse_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) | |