Strawberry Mask-to-Label Pipeline
SAM2 + OpenCLIP Zero-Shot Distillation
Stage:
ALL
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STAGE 01 / MASK PROPOSALS
INTERACTIVE MASK REGIONS
MASK #3
MASK #2
MASK #1
STAGE 02 / ZERO-SHOT MATCHING
OPENCLIP RANKING (ACTIVE MASK)
ripe strawberry
0.90
strawberry leaf
0.07
soil / background
0.03
STAGE 03 / MODEL EXPORT
RGB
MASKS
CROPS
TEXT
SCORES
PSEUDO
FORMAT
TRAIN
ACTIVE LEARNING LOOP
RAW IMAGE
SAM2
MASKS
PROMPT BANK
OPENCLIP
LABEL ASSIGN
SEG2LABEL
YOLO DATASET
EDGE DETECTOR
PIPELINE OVERVIEW
Click any stage node or hover mask proposals above to inspect data transformations, zero-shot confidence scoring, and edge model export.