FindOnScreen Scenario Strategy

Strategy Metadata

Strategy Summary

Visual Examples

Scenario	Example
vector_ui_baseline
photo_clutter
repetitive_grid_camouflage
noise_stress_random
scale_rotate_sweep
perspective_skew_sweep
orb_feature_rich
template_control_exact
hybrid_gate_conflicts
multi_monitor_dpi_shift

Diversity Summary

Kinds

Styles

Target Sources

Decoy Placements

Noise Types

Transform Coverage

Scenario Intent

Scenario Configuration Details

vector_ui_baseline

• Kind: vector_ui
• Style: vector
• Target: source=synthetic size={'min': 48, 'max': 160} rotation={'min': 0, 'max': 180} assets=none
• Background: palette=ui_light clutter=0.72 continuous_canvas=True
• Transforms: scale={'min': 0.9, 'max': 1.2} rotate={'min': -5, 'max': 5} perspective_enabled=False skew_x={'min': 0.0, 'max': 0.0} skew_y={'min': 0.0, 'max': 0.0}
• Photometric: brightness={'min': -0.08, 'max': 0.08} contrast={'min': 0.9, 'max': 1.12} gamma={'min': 0.95, 'max': 1.06} blur={'min': 0.0, 'max': 0.6} jpeg_quality={'min': 88, 'max': 100} noise_types=compression_blocks
• Decoys: enabled=True count={'min': 14, 'max': 34} similarity={'min': 0.86, 'max': 0.97} placement=grid
• Occlusion: enabled=False coverage={'min': 0.0, 'max': 0.0}
• Expected: positive=True iou_min=0.92 area_ratio_max=1.25 allow_partial=False

photo_clutter

• Kind: photographic
• Style: photo
• Target: source=asset size={'min': 56, 'max': 176} rotation={'min': -25, 'max': 25} assets=docs/bench/assets/photo/4256_clutter_crop_zoom.jpg, docs/bench/assets/photo/4256_clutter_cool_grain.jpg, docs/bench/assets/photo/4256_clutter_warm_soft.jpg, docs/bench/assets/photo/4256_clutter_lowlight.jpg, docs/bench/assets/photo/4256_clutter_highiso.jpg
• Background: palette=mixed clutter=0.88 continuous_canvas=True
• Transforms: scale={'min': 0.75, 'max': 1.35} rotate={'min': -20, 'max': 20} perspective_enabled=False skew_x={'min': -1.0, 'max': 1.0} skew_y={'min': -1.0, 'max': 1.0}
• Photometric: brightness={'min': -0.2, 'max': 0.2} contrast={'min': 0.7, 'max': 1.4} gamma={'min': 0.8, 'max': 1.3} blur={'min': 0.0, 'max': 2.0} jpeg_quality={'min': 45, 'max': 100} noise_types=gaussian, poisson
• Decoys: enabled=True count={'min': 20, 'max': 56} similarity={'min': 0.8, 'max': 0.95} placement=mixed
• Occlusion: enabled=True coverage={'min': 0.0, 'max': 0.25}
• Expected: positive=True iou_min=0.75 area_ratio_max=1.6 allow_partial=True

repetitive_grid_camouflage

• Kind: repetitive_grid
• Style: grid
• Target: source=synthetic size={'min': 48, 'max': 160} rotation={'min': -15, 'max': 15} assets=none
• Background: palette=grayscale clutter=0.96 continuous_canvas=True
• Transforms: scale={'min': 0.85, 'max': 1.2} rotate={'min': -15, 'max': 15} perspective_enabled=False skew_x={'min': -2.0, 'max': 2.0} skew_y={'min': -1.0, 'max': 1.0}
• Photometric: brightness={'min': -0.12, 'max': 0.12} contrast={'min': 0.85, 'max': 1.2} gamma={'min': 0.9, 'max': 1.15} blur={'min': 0.0, 'max': 1.0} jpeg_quality={'min': 60, 'max': 100} noise_types=banding
• Decoys: enabled=True count={'min': 36, 'max': 120} similarity={'min': 0.9, 'max': 0.99} placement=grid
• Occlusion: enabled=False coverage={'min': 0.0, 'max': 0.0}
• Expected: positive=True iou_min=0.85 area_ratio_max=1.35 allow_partial=False

noise_stress_random

• Kind: noise_stress
• Style: noise
• Target: source=synthetic size={'min': 64, 'max': 176} rotation={'min': -45, 'max': 45} assets=none
• Background: palette=grayscale clutter=0.93 continuous_canvas=True
• Transforms: scale={'min': 0.7, 'max': 1.5} rotate={'min': -30, 'max': 30} perspective_enabled=False skew_x={'min': -2.0, 'max': 2.0} skew_y={'min': -2.0, 'max': 2.0}
• Photometric: brightness={'min': -0.25, 'max': 0.25} contrast={'min': 0.65, 'max': 1.45} gamma={'min': 0.75, 'max': 1.35} blur={'min': 0.0, 'max': 2.2} jpeg_quality={'min': 40, 'max': 95} noise_types=compression_blocks, gaussian, salt_pepper
• Decoys: enabled=True count={'min': 24, 'max': 92} similarity={'min': 0.75, 'max': 0.94} placement=random
• Occlusion: enabled=True coverage={'min': 0.0, 'max': 0.35}
• Expected: positive=True iou_min=0.7 area_ratio_max=1.8 allow_partial=True

scale_rotate_sweep

• Kind: scale_rotate
• Style: mixed
• Target: source=mixed size={'min': 48, 'max': 180} rotation={'min': -180, 'max': 180} assets=none
• Background: palette=mixed clutter=0.82 continuous_canvas=True
• Transforms: scale={'min': 0.4, 'max': 2.2} rotate={'min': -180, 'max': 180} perspective_enabled=False skew_x={'min': -4.0, 'max': 4.0} skew_y={'min': -2.0, 'max': 2.0}
• Photometric: brightness={'min': -0.16, 'max': 0.16} contrast={'min': 0.78, 'max': 1.28} gamma={'min': 0.85, 'max': 1.2} blur={'min': 0.0, 'max': 1.6} jpeg_quality={'min': 55, 'max': 100} noise_types=gaussian
• Decoys: enabled=True count={'min': 16, 'max': 44} similarity={'min': 0.8, 'max': 0.96} placement=mixed
• Occlusion: enabled=True coverage={'min': 0.0, 'max': 0.2}
• Expected: positive=True iou_min=0.68 area_ratio_max=2.2 allow_partial=True

perspective_skew_sweep

• Kind: perspective_skew
• Style: mixed
• Target: source=mixed size={'min': 56, 'max': 176} rotation={'min': -45, 'max': 45} assets=none
• Background: palette=mixed clutter=0.86 continuous_canvas=True
• Transforms: scale={'min': 0.75, 'max': 1.35} rotate={'min': -45, 'max': 45} perspective_enabled=True skew_x={'min': -10.0, 'max': 10.0} skew_y={'min': -4.0, 'max': 4.0}
• Photometric: brightness={'min': -0.14, 'max': 0.14} contrast={'min': 0.8, 'max': 1.3} gamma={'min': 0.84, 'max': 1.24} blur={'min': 0.0, 'max': 1.5} jpeg_quality={'min': 55, 'max': 100} noise_types=compression_blocks
• Decoys: enabled=True count={'min': 14, 'max': 42} similarity={'min': 0.78, 'max': 0.95} placement=random
• Occlusion: enabled=True coverage={'min': 0.0, 'max': 0.28}
• Expected: positive=True iou_min=0.66 area_ratio_max=2.4 allow_partial=True

orb_feature_rich

• Kind: orb_feature_rich
• Style: orbtex
• Target: source=synthetic size={'min': 56, 'max': 176} rotation={'min': -180, 'max': 180} assets=none
• Background: palette=grayscale clutter=0.9 continuous_canvas=True
• Transforms: scale={'min': 0.65, 'max': 1.7} rotate={'min': -180, 'max': 180} perspective_enabled=True skew_x={'min': -8.0, 'max': 8.0} skew_y={'min': -4.0, 'max': 4.0}
• Photometric: brightness={'min': -0.15, 'max': 0.15} contrast={'min': 0.7, 'max': 1.5} gamma={'min': 0.8, 'max': 1.25} blur={'min': 0.0, 'max': 1.3} jpeg_quality={'min': 45, 'max': 100} noise_types=banding, gaussian
• Decoys: enabled=True count={'min': 22, 'max': 84} similarity={'min': 0.72, 'max': 0.93} placement=clustered
• Occlusion: enabled=True coverage={'min': 0.0, 'max': 0.18}
• Expected: positive=True iou_min=0.64 area_ratio_max=2.0 allow_partial=True

template_control_exact

• Kind: template_control
• Style: ui
• Target: source=synthetic size={'min': 48, 'max': 144} rotation={'min': 0, 'max': 0} assets=none
• Background: palette=ui_dark clutter=0.55 continuous_canvas=True
• Transforms: scale={'min': 1.0, 'max': 1.0} rotate={'min': 0.0, 'max': 0.0} perspective_enabled=False skew_x={'min': 0.0, 'max': 0.0} skew_y={'min': 0.0, 'max': 0.0}
• Photometric: brightness={'min': -0.04, 'max': 0.04} contrast={'min': 0.95, 'max': 1.08} gamma={'min': 0.98, 'max': 1.04} blur={'min': 0.0, 'max': 0.3} jpeg_quality={'min': 95, 'max': 100} noise_types=none
• Decoys: enabled=True count={'min': 8, 'max': 24} similarity={'min': 0.85, 'max': 0.95} placement=grid
• Occlusion: enabled=False coverage={'min': 0.0, 'max': 0.0}
• Expected: positive=True iou_min=0.95 area_ratio_max=1.15 allow_partial=False

hybrid_gate_conflicts

• Kind: hybrid_gate
• Style: mixed
• Target: source=mixed size={'min': 56, 'max': 176} rotation={'min': -60, 'max': 60} assets=none
• Background: palette=mixed clutter=0.92 continuous_canvas=True
• Transforms: scale={'min': 0.7, 'max': 1.6} rotate={'min': -80, 'max': 80} perspective_enabled=True skew_x={'min': -7.0, 'max': 7.0} skew_y={'min': -3.0, 'max': 3.0}
• Photometric: brightness={'min': -0.2, 'max': 0.2} contrast={'min': 0.75, 'max': 1.35} gamma={'min': 0.82, 'max': 1.22} blur={'min': 0.0, 'max': 1.8} jpeg_quality={'min': 50, 'max': 100} noise_types=compression_blocks, gaussian
• Decoys: enabled=True count={'min': 24, 'max': 96} similarity={'min': 0.82, 'max': 0.99} placement=mixed
• Occlusion: enabled=True coverage={'min': 0.0, 'max': 0.3}
• Expected: positive=True iou_min=0.72 area_ratio_max=1.9 allow_partial=True
• Hybrid Policy: {'must_consider_all_engines': True, 'select_by': 'score_then_iou', 'fallback_order': ['orb', 'akaze', 'brisk', 'kaze', 'sift', 'template']}

multi_monitor_dpi_shift

• Kind: multi_monitor_dpi
• Style: mixed
• Target: source=mixed size={'min': 56, 'max': 176} rotation={'min': -30, 'max': 30} assets=none
• Background: palette=mixed clutter=0.8 continuous_canvas=True
• Transforms: scale={'min': 0.8, 'max': 1.3} rotate={'min': -25, 'max': 25} perspective_enabled=False skew_x={'min': -2.0, 'max': 2.0} skew_y={'min': -1.0, 'max': 1.0}
• Photometric: brightness={'min': -0.1, 'max': 0.1} contrast={'min': 0.82, 'max': 1.18} gamma={'min': 0.9, 'max': 1.18} blur={'min': 0.0, 'max': 1.0} jpeg_quality={'min': 70, 'max': 100} noise_types=compression_blocks
• Decoys: enabled=True count={'min': 12, 'max': 36} similarity={'min': 0.82, 'max': 0.95} placement=mixed
• Occlusion: enabled=False coverage={'min': 0.0, 'max': 0.0}
• Expected: positive=True iou_min=0.78 area_ratio_max=1.5 allow_partial=False
• Monitor Selector: {'mode': 'round_robin', 'monitor_ids': ['mon-0', 'mon-1']}

Raw Artifacts