README
- ::AffineTransformAffineTransform::AffineTransform
- ::applyAffineTransform::apply
- ::composeAffineTransform::compose
- ::determinantAffineTransform::determinant
- ::from_correspondencesAffineTransform::from_correspondences
- ::identityAffineTransform::identity
- ::inverseAffineTransform::inverse
- ::rotationAffineTransform::rotation
- ::scalingAffineTransform::scaling
- ::translationAffineTransform::translation
- ::try_from_correspondencesAffineTransform::try_from_correspondences
- ::acceptedBatchRun::accepted
- ::addBatchRun::add
- ::failedBatchRun::failed
- ::measurementsBatchRun::measurements
- ::mergeBatchRun::merge
- ::newBatchRun::new
- ::summaryBatchRun::summary
T
BatchStatistics
- ::BinaryMaskBinaryMask::BinaryMask
- ::atBinaryMask::at
- ::boundaryBinaryMask::boundary
- ::boundsBinaryMask::bounds
- ::clearBinaryMask::clear
- ::cloneBinaryMask::clone
- ::closingBinaryMask::closing
- ::column_projectionBinaryMask::column_projection
- ::countBinaryMask::count
- ::differenceBinaryMask::difference
- ::dilateBinaryMask::dilate
- ::erodeBinaryMask::erode
- ::fillBinaryMask::fill
- ::insideBinaryMask::inside
- ::intersectBinaryMask::intersect
- ::invertBinaryMask::invert
- ::openingBinaryMask::opening
- ::row_projectionBinaryMask::row_projection
- ::setBinaryMask::set
- ::unionBinaryMask::union
T
BorderPolicy
T
Bounds
T
CalibrationFit
- ::newCaliperConfig::new
- ::CircleCircle::Circle
T
Component
T
DiagnosticEvent
T
DoubleBounds
T
EdgeMapSummary
T
EdgeMode
T
EdgePoint
- ::newEdgePolicy::new
T
Ellipse
T
FeatureMeasurement
- ::GrayImageGrayImage::GrayImage
- ::atGrayImage::at
- ::copyGrayImage::copy
- ::from_rowsGrayImage::from_rows
- ::insideGrayImage::inside
- ::sample_bilinearGrayImage::sample_bilinear
- ::setGrayImage::set
- ::sobel_magnitudeGrayImage::sobel_magnitude
- ::threshold_edgesGrayImage::threshold_edges
- ::try_from_rowsGrayImage::try_from_rows
T
Histogram
- ::LineLine::Line
- ::distance_toLine::distance_to
- ::offsetLine::offset
T
MatchResult
- ::addMatrix2::add
- ::applyMatrix2::apply
- ::determinantMatrix2::determinant
- ::identityMatrix2::identity
- ::inverseMatrix2::inverse
- ::multiplyMatrix2::multiply
- ::newMatrix2::new
- ::scaleMatrix2::scale
- ::traceMatrix2::trace
T
Measurement
T
MeasurementDecision
T
MeasurementReport
T
MeasurementSummary
T
MeasurementTable
T
PipelineDiagnostic
T
PipelineResult
T
PixelThreshold
- ::PointPoint::Point
- ::scalePoint::scale
T
PolygonMetrics
- ::detect_edgesProfileSample::detect_edges
T
ProfileSummary
T
PyramidLevel
T
QualitySummary
- ::cropRoi::crop
- ::from_boundsRoi::from_bounds
- ::from_maskRoi::from_mask
- ::masked_imageRoi::masked_image
- ::statisticsRoi::statistics
- ::valuesRoi::values
- ::percentileStatsSummary::percentile
- ::ToleranceTolerance::Tolerance
- ::judgeTolerance::judge
- ::try_newTolerance::try_new
T
UncertaintyEstimate
- ::Vector2Vector2::Vector2
- ::addVector2::add
- ::angleVector2::angle
- ::crossVector2::cross
- ::distanceVector2::distance
- ::dotVector2::dot
- ::lengthVector2::length
- ::newVector2::new
- ::normalizedVector2::normalized
- ::scaleVector2::scale
- ::subVector2::sub
V
adaptive_threshold
V
algorithm_inventory
V
align_centroids
V
analyze_gap
V
angle_between_lines
V
angle_difference
V
angular_profile
V
api_contract_inventory
V
api_surface_summary
V
apply_tolerances
V
approx_equal
V
batch_control_limits
V
batch_cumulative_mean
V
batch_cumulative_sum
V
batch_decision_rate
V
batch_drift
V
batch_group_by_decision
V
batch_linear_trend
V
batch_mean_by_name
V
batch_measurement_table
V
batch_moving_average
V
batch_out_of_control
V
batch_quality
V
batch_snapshot
V
batch_statistics
V
batch_values_by_index
V
benchmark_checksum
V
benchmark_checksum_text
V
benchmark_component_workload
V
benchmark_geometry_workload
V
benchmark_image_workload
V
benchmark_pipeline_workload
V
best_template_match
V
bias_against_nominal
V
blank_fixture
V
blur_downsample
V
border_mask
V
bounding_area
V
bounding_box_of_points
V
bounding_height
V
bounding_width
V
bounds_contains
V
bounds_from_center
V
bounds_intersection
V
bounds_is_empty
V
bounds_union
V
box_blur
V
bracket_fixture
V
build_pyramid
V
calibrate_anisotropic
V
calibrate_from_grid
V
calibrate_from_rectangle
V
calibrated_area
V
calibrated_circle
V
calibrated_distance
V
calibration_anisotropy
V
calibration_apply_to_batch
V
calibration_apply_to_components
V
calibration_apply_to_measurement
V
calibration_fit
V
calibration_from_reference
V
calibration_grid_fixture
V
calibration_is_usable
V
calibration_isotropic
V
calibration_quality_score
V
calibration_reference_distance
V
calibration_report
V
calibration_residual_plot
V
calibration_rotation
V
calibration_roundtrip_error
V
calibration_scale
V
calibration_scale_report
V
calibration_transform_at
V
calibration_translate_origin
V
calibration_validate_grid
V
caliper_config_report
V
caliper_direction
V
caliper_is_valid
V
caliper_length
V
caliper_midpoint
V
caliper_suite_report
V
caliper_suite_spread
V
caliper_suite_widths
V
capability_index
V
centroid_of_points
V
chamfer_distance
V
checker_fixture
V
choose_edge_pair
V
circle_fit_error
V
circle_fixture
V
circle_residuals
V
circle_roundness
V
circle_to_string
V
circular_runout
V
clamp_double
V
column_statistics
V
combine_rois
V
compare_batches
V
compare_quality
V
compare_templates
V
component_aspect_ratio
V
component_dimensions_text
V
component_fill_ratio
V
component_labels
V
component_mask
V
component_pixels
V
components_sorted_by_area
V
confidence_from_uncertainty
V
confidence_interval
V
contour_compactness
V
contour_curvature
V
contour_loops
V
contour_points
V
contract_diagnostics_calibration
V
contract_diagnostics_image
V
contract_diagnostics_mask
V
contract_diagnostics_points
V
contract_diagnostics_tolerance
V
contract_merge
V
contract_passed
V
contract_summary
V
contrast_quality
V
convert_measurement_unit
V
convert_tolerance_unit
V
convex_hull
V
convolve3
V
convolve_separable
V
correlation_values
V
count_true_neighbors
V
covariance_values
V
crop_image
V
decision_counts
V
decision_penalty
V
decision_streak
V
default_caliper
V
default_edge_policy
V
default_roi
V
default_tolerance
V
describe_samples
V
descriptor_distance
V
detect_circle_from_points
V
detect_dominant_line
V
deterministic_fixture_inventory
V
deterministic_sort_components
V
deterministic_sort_measurements
V
deterministic_sort_values
V
diagnostic_error
V
diagnostic_event
V
diagnostic_ok
V
diagnostic_severity
V
diagnostic_warning
V
diagnostics_filter
V
diagnostics_for_batch
V
diagnostics_for_calibration
V
diagnostics_for_image
V
diagnostics_max
V
diagnostics_merge
V
diagnostics_ok
V
diagnostics_summary
V
diagnostics_text
V
diagnostics_to_markdown
V
diagonal_edge_fixture
V
distance
V
distance_transform
V
downsample_half
V
edge_confidence
V
edge_distance_along_ray
V
edge_map
V
edge_map_circle_fit
V
edge_map_close
V
edge_map_components
V
edge_map_dilate
V
edge_map_largest
V
edge_map_line_fit
V
edge_map_overlay
V
edge_map_quality
V
edge_map_report
V
edge_map_skeleton
V
edge_map_strengths
V
edge_map_thin
V
edge_map_threshold
V
edge_pair_midpoint
V
edge_pair_orientation
V
edge_pair_width
V
edge_points
V
edge_polarity_count
V
edge_profile
V
edge_quality
V
ellipse_area
V
ellipse_from_points
V
ellipse_perimeter_approximation
V
entropy_image
V
expand_roi
V
exponential_smooth
V
feature_to_measurement
V
fill_mask_holes
V
filter_components_by_area
V
first_failure
V
fit_affine
V
fit_line
V
fixture_checksum_suite
V
fixture_measurement
V
focus_score
V
frame_acceptance_rate
V
frame_checksum
V
frame_component_count
V
frame_contour_count
V
frame_diagnostics
V
frame_dimensions
V
frame_dynamic_range
V
frame_edge_count
V
frame_entropy
V
frame_focus
V
frame_health_text
V
frame_noise
V
frame_quality
V
frame_quality_score
V
frame_report
V
frame_sharpness
V
full_frame_roi
V
gauge_risk_score
V
gauge_width
V
gaussian_blur
V
generate_caliper_lines
V
geometric_median
V
gradient_magnitude
V
gradient_orientation
V
guard_band_decision
V
has_true_neighbor
V
hausdorff_distance
V
histogram
V
histogram_cumulative
V
histogram_quantile
V
hu_like_descriptors
V
hysteresis_edges
V
illumination_uniformity
V
image_checksum
V
image_clamp_values
V
image_difference_maximum
V
image_difference_mean
V
image_dimensions_text
V
image_dynamic_range
V
image_equal_with_tolerance
V
image_fraction
V
image_histogram_probability
V
image_mad
V
image_mean
V
image_median
V
image_minmax
V
image_offset_values
V
image_patch
V
image_quality_flags
V
image_quality_score
V
image_range_report
V
image_scale_values
V
image_signal_to_noise
V
image_to_mask
V
image_value_count
V
image_variance
V
inspect_batch
V
inspect_circle
V
inspect_edge_pair
V
inspect_rectangle
V
inspect_slot
V
inspection_acceptance
V
inspection_all
V
inspection_capabilities
V
inspection_compare
V
inspection_csv
V
inspection_diagnostics
V
inspection_events
V
inspection_fingerprint
V
inspection_markdown
V
inspection_merge
V
inspection_quality
V
inspection_report
V
inspection_retry
V
inspection_status
V
inspection_summary
V
inspection_version
V
inspection_with_calibration
V
inspection_with_preprocessing
V
inspection_with_roi
V
inspection_with_uncertainty
V
integral_image
V
integral_sum
V
interior_mask
V
interpolate_points
V
is_finite
V
label_components
V
largest_component
V
lerp
V
line_angle
V
line_angle_from_points
V
line_fit_error
V
line_from_points
V
line_intersection
V
line_length
V
line_midpoint
V
line_residuals
V
line_to_string
V
local_contrast
V
local_contrast_normalized
V
local_mean_image
V
local_variance_image
V
majority_filter
V
make_benchmark_image
V
make_benchmark_summary
V
make_csv_for_image
V
make_demo_part
V
make_json_for_image
V
make_quality_for_image
V
make_report_for_image
V
map_reference_grid
V
mask_dimensions_text
V
mask_euler_estimate
V
mask_fill_ratio
V
mask_perimeter
V
mask_projection_peaks
V
mask_symmetry_score
V
mask_to_image
V
match_centroid
V
match_confidence
V
match_result_report
V
match_score_histogram
V
match_score_map
V
maximum_value
V
mean_absolute_deviation
V
mean_value
V
measure_angle
V
measure_caliper
V
measure_caliper_with_scale
V
measure_circle
V
measure_diameter
V
measure_distance
V
measure_line
V
measure_line_feature
V
measure_polygon
V
measure_radius
V
measure_region
V
measure_signed_distance
V
measurement_bounds
V
measurement_by_name
V
measurement_confidence
V
measurement_delta
V
measurement_equal_with_tolerance
V
measurement_names
V
measurement_passes
V
measurement_quality_flags
V
measurement_quantiles
V
measurement_score
V
measurement_values
V
measurement_with_uncertainty
V
measurements_within
V
medial_axis
V
median_filter
V
median_value
V
merge_nearby_edges
V
merge_pipeline_results
V
minimum_value
V
moving_average
V
multi_angle_widths
V
multi_part_fixture
V
nearest_edge
V
nearest_reference
V
noisy_fixture
V
nominal_tolerance
V
non_maximum_suppression
V
non_overlapping_rois
V
normalize_angle
V
normalize_measurements
V
normalize_minmax
V
normalize_sum
V
normalize_zscore
V
normalized_patch_score
V
normalized_quality
V
oriented_bounds
V
oriented_shape_similarity
V
otsu_threshold
V
outlier_flags
V
package_health
V
package_health_text
V
pad_image
V
parallelism_error
V
patch_difference
V
patch_mean_squared_error
V
patch_peak_signal_to_noise
V
patch_values
V
percentile_threshold
V
percentile_value
V
perpendicularity_error
V
pipeline_decision
V
pipeline_has_error
V
pipeline_notes
V
pipeline_timeline
V
pixel_tolerance
V
point_at_distance
V
point_inside_polygon
V
point_line_distance
V
point_moments
V
point_set_spread
V
point_to_string
V
polygon_area
V
polygon_bounds
V
polygon_centroid
V
polygon_distance
V
polygon_metrics
V
polygon_perimeter
V
polyline_length
V
polyline_normal
V
polyline_tangent
V
pooled_standard_deviation
V
principal_orientation
V
process_frame
V
process_frames
V
process_pyramid
V
profile_baseline
V
profile_best_shift
V
profile_cross_correlation
V
profile_derivative
V
profile_dimensions_text
V
profile_distance
V
profile_dynamic_range
V
profile_edge_positions
V
profile_edge_strengths
V
profile_energy
V
profile_exponential_smooth
V
profile_fixture
V
profile_from_values
V
profile_gradient_energy
V
profile_gradient_range
V
profile_gradients
V
profile_is_monotonic
V
profile_normalize
V
profile_outlier_repaired
V
profile_peaks
V
profile_quality
V
profile_quality_flags
V
profile_quantized
V
profile_resample
V
profile_sample_spacing
V
profile_second_derivative
V
profile_smooth
V
profile_valleys
V
profile_values
V
profile_window
V
profile_zero_crossings
V
project_point
V
propagate_addition
V
propagate_product
V
propagate_scale_uncertainty
V
public_project_summary
V
pyramid_checksum
V
pyramid_gradient
V
pyramid_level
V
pyramid_scales
V
quality_diagnostics
V
quality_gate
V
quality_score_report
V
quality_summary_text
V
radial_caliper_profile
V
radial_circle_measurement
V
radial_edge_points
V
radial_profile
V
ramp_fixture
V
rectangle_fixture
V
reflect_point
V
reflect_points
V
region_height
V
region_width
V
reject_outliers
V
remove_large_objects
V
remove_small_objects
V
render_batch_csv
V
render_batch_json
V
render_batch_markdown
V
render_calibration_markdown
V
render_component_json
V
render_component_table
V
render_components_json
V
render_diagnostics_csv
V
render_edges_csv
V
render_full_report
V
render_histogram_text
V
render_markdown_report
V
render_measurement_json
V
render_measurement_table
V
render_measurements_csv
V
render_pipeline_markdown
V
render_profile_csv
V
render_quality_markdown
V
render_summary_csv
V
render_summary_json
V
repeat_caliper
V
repeatability
V
repeatability_limit
V
replace_non_finite_image
V
report_contains_failures
V
report_footer
V
report_header
V
report_is_well_formed
V
report_line_count
V
report_measurement_count
V
report_measurement_names
V
report_status_line
V
reproducibility_between_groups
V
require_calibration
V
require_circle_points
V
require_image
V
require_line_points
V
require_mask
V
require_non_empty_points
V
require_tolerance
V
residual_summary
V
resize_bilinear
V
ring_fixture
V
robust_circle_fit
V
robust_line_fit
V
robust_mean
V
roi_centroid
V
roi_components
V
roi_contrast
V
roi_edge_density
V
roi_grid
V
roi_report
V
rolling_decisions
V
rotate_point
V
rotate_points
V
rotated_rectangle_fixture
V
round_to
V
row_statistics
V
run_caliper_suite
V
run_default_caliper
V
run_default_inspection
V
safe_bounds
V
safe_calibration_report
V
safe_contour_metrics
V
safe_fit_affine
V
safe_fit_circle
V
safe_fit_line
V
safe_label_components
V
safe_measure_caliper
V
safe_pixel
V
sanitize_image
V
saturation_fraction
V
scale_points
V
segment_distance
V
segment_projection
V
shape_compactness
V
shape_extent
V
shape_similarity
V
sharpness_score
V
shrink_roi
V
simplify_polygon
V
sliding_window
V
slot_fixture
V
sobel_x
V
sobel_y
V
sort_edges_by_distance
V
stability_from_repetitions
V
stable_checksum
V
stable_checksum_batch
V
stable_checksum_image
V
stable_checksum_measurements
V
stable_measurement_order
V
standard_uncertainty
V
strongest_edges
V
subtract_profile_baseline
V
suite_csv
V
suite_decision
V
suite_markdown
V
suite_merge
V
suite_result
V
suite_statistics
V
sum_values
V
summarize_profile
V
summary_dimensions_text
V
supported_measurements
V
supported_report_formats
V
supported_targets
V
suppress_nearby_matches
V
template_candidates
V
texture_noise
V
threshold_by_policy
V
threshold_edges_in_roi
V
threshold_image
V
timeline_summary
V
to_feature_measurement
V
tolerance_guard_band
V
transform_points
V
transform_residuals
V
transform_to_string
V
translate_points
V
triangle_area
V
triangle_orientation
V
try_calibrate_anisotropic
V
try_calibration_from_reference
V
try_convolve3
V
try_convolve_separable
V
try_fit_circle
V
try_fit_line
V
try_gauge_width
V
try_robust_circle_fit
V
try_robust_line_fit
V
uncertainty_budget_report
V
uncertainty_from_components
V
uncertainty_is_acceptable
V
uncertainty_ratio
V
unit_convert
V
upsample_nearest
V
validate_caliper_config
V
validate_image
V
validate_tolerance
V
variance_value
V
vector_to_string
V
versioned_project_summary
V
weighted_mean
V
width_statistics_by_angle
V
window_statistics

moonbit-visual-caliper

MoonBit-native industrial visual caliper toolkit for edge-based measurement and tolerance reports.

industrial-vision

caliper

measurement

geometry

quality-control

Download zip

Author

llyiioo

Version

0.2.4

License

Apache-2.0

Repository

github.com/llyiioo/moonbit-visual-caliper

Last updated

2 months ago

Downloads

No dependencies

#moonbit-visual-caliper

MoonBit 原生的工业视觉测量核心库：从灰度图和测量线剖面出发，完成边缘定位、几何拟合、标定、公差判定、质量评估和结构化报告输出。核心包不依赖 FFI 或外部图像格式，适合作为制造质检、教学实验、算法验证和相机适配层的基础。

#Project positioning

本项目聚焦“可解释的视觉量规”而不是通用图像框架。输入可以是程序生成或适配器转换后的灰度图，输出是带单位、公差、质量和诊断信息的测量结果。所有核心算法都在 MoonBit 包内实现，便于跨 wasm、wasm-gc、js 和 native 后端复现。

#Core capabilities

灰度图：安全访问、双线性采样、归一化、裁剪、缩放、卷积、Gaussian/median 平滑、Sobel 梯度、直方图和自适应阈值。
边缘与剖面：任意测量线采样、上升/下降/双极性边缘、亚像素定位、滞后阈值、峰值、相关性和重复性分析。
二值视觉：膨胀、腐蚀、开闭运算、孔洞填充、距离变换、连通域、边界、轮廓、凸包和形状描述子。
几何与标定：点/线/圆/椭圆、鲁棒拟合、仿射变换、三点标定、XY 比例、残差和不确定度传播。
工业测量：宽度、距离、角度、平行度、垂直度、直径、圆度、跳动、面积、周长、批次统计和控制界限。
工程交付：Markdown、CSV、JSON、诊断事件、确定性合成夹具、命令行演示和可复现 benchmark。

#Quick start

Install the latest stable MoonBit toolchain using the official installer, then run:

moon update
moon check --target all --deny-warn
moon test --target all --deny-warn
moon run cmd/main

Library use:

///|
test "measure a synthetic bracket" {
  let image = make_demo_part()
  let pixels = gauge_width(
    image,
    Point::Point(x=10.0, y=20.0),
    Point::Point(x=70.0, y=20.0),
  )
  let scale = calibration_from_reference(pixels, 22.0)
  let tolerance = Tolerance::Tolerance(nominal=22.0, lower=21.8, upper=22.2)
  let result = analyze_gap("outer width", pixels, scale, tolerance)
  assert_eq(result.decision, MeasurementDecision::Pass)
}

#CLI

The demo executable creates a deterministic bracket-like image, measures its outer width, and prints a Markdown report:

moon run cmd/main

For a deterministic algorithm workload and checksum output:

moon run cmd/benchmark

The CLI is intentionally small. Applications can call the root package and add their own camera, decoder, storage, or UI adapter without coupling those concerns to the measurement core.

#Architecture

The root package is split by responsibility. Files are implementation units inside one MoonBit package; public symbols are exposed by the package interface, not by filenames.

Layer	Responsibilities
types.mbt, numeric.mbt	Domain records, vectors, matrices, statistics, tolerances
image.mbt, image_ops.mbt, image_statistics.mbt, image_pyramid.mbt	Image storage, filtering, gradients, thresholds, pyramids
mask.mbt, morphology_advanced.mbt, components.mbt, contours.mbt	Binary operations, regions, boundaries, shape descriptors
profile.mbt, signal_profiles.mbt, caliper_pipeline.mbt, advanced_calipers.mbt	Profile calipers, edge policies, quality and repeatability
geometry.mbt, transforms.mbt, geometry_fit.mbt, geometry_primitives.mbt	Fitting, transforms, projections and geometric metrics
calibration*.mbt, uncertainty.mbt	Pixel-to-unit models, residuals and uncertainty
measurements.mbt, measurement_suite.mbt, batch*.mbt	Feature measurements and batch analytics
serialization.mbt, report*.mbt, diagnostics.mbt	Human-readable and machine-readable outputs
fixtures.mbt, benchmark_workloads.mbt, cmd/	Reproducible examples and executable entry points

#Benchmark

The benchmark workload measures filtering, edge extraction, connected components, geometry fitting, and the complete caliper path on deterministic synthetic images. It prints checksums so a run can be checked for accidental workload changes:

moon run cmd/benchmark

benchmarks/RESULTS.md records an actual local run, including the toolchain, OS, command, workload dimensions, checksums, and wall-clock measurements. Wall-clock values are machine-specific; the checksum and workload definitions are the reproducible comparison anchors.

#Testing

Run the full local matrix before submitting a change:

moon fmt --check
moon check --target all --deny-warn
moon test --target all --deny-warn
moon info
git diff --exit-code

The test suite covers normal measurements and boundary behavior: empty and one-pixel images, borders, constant profiles, degenerate geometry, empty batches, hole filling, exact template matches, unit conversion, uncertainty budgets, deterministic fixtures, reports, and contract validation.

For callers that need explicit validation, the checked try_* APIs return None for invalid geometry, calibration, image rows, filter kernels, profile widths, tolerances, and affine correspondences. The compatibility APIs retain deterministic neutral results for those cases, while contract helpers remain available for diagnostic validation.

#CI

GitHub Actions runs the stable MoonBit toolchain on Ubuntu, macOS, and Windows. Each matrix job checks formatting, all compiler targets, all test targets, generated package interfaces, and (on Ubuntu) coverage analysis. The workflow is intentionally dependency-free and does not require credentials for pull requests.

The manual publish workflow validates the same project, then publishes the module when the repository has the MOONCAKES_MOONBIT_COMMUNITY_TOKEN secret configured.

#License

Apache-2.0. See LICENSE.

#Contributing

Keep the root package dependency-free unless an adapter is isolated in its own package. Add focused tests for public behavior, preserve deterministic fixtures, run the complete validation commands, and review generated pkg.generated.mbti changes when the public API changes. See CONTRIBUTING.md.

moonbit-visual-caliper

#moonbit-visual-caliper

#Project positioning

#Core capabilities

#Quick start

#CLI

#Architecture

#Benchmark

#Testing

#CI

#License

#Contributing

#AffineTransform

#AffineTransform::AffineTransform

#AffineTransform::apply

#AffineTransform::compose

#AffineTransform::determinant

#AffineTransform::from_correspondences

#AffineTransform::identity

#AffineTransform::inverse

#AffineTransform::rotation

#AffineTransform::scaling

#AffineTransform::translation

#AffineTransform::try_from_correspondences

#BatchRun

#BatchRun::accepted

#BatchRun::add

#BatchRun::failed

#BatchRun::measurements

#BatchRun::merge

#BatchRun::new

#BatchRun::summary

#BatchStatistics

#BinaryMask

#BinaryMask::BinaryMask

#BinaryMask::at

#BinaryMask::boundary

#BinaryMask::bounds

#BinaryMask::clear

#BinaryMask::clone

#BinaryMask::closing

#BinaryMask::column_projection

#BinaryMask::count

#BinaryMask::difference

#BinaryMask::dilate

#BinaryMask::erode

#BinaryMask::fill

#BinaryMask::inside

#BinaryMask::intersect

#BinaryMask::invert

#BinaryMask::opening

#BinaryMask::row_projection

#BinaryMask::set

#BinaryMask::union

#BorderPolicy

#Bounds

#CalibrationFit

#CaliperConfig

#CaliperConfig::new

#Circle

#Circle::Circle

#Component

#DiagnosticEvent

#DoubleBounds

#EdgeMapSummary

#EdgeMode

#EdgePoint

#EdgePolicy

#EdgePolicy::new

#Ellipse

#FeatureMeasurement

#GrayImage

#GrayImage::GrayImage

#GrayImage::at

#GrayImage::copy

#GrayImage::from_rows

#GrayImage::inside

#GrayImage::sample_bilinear

#GrayImage::set

#GrayImage::sobel_magnitude

AffineTransform

AffineTransform::AffineTransform

AffineTransform::apply

AffineTransform::compose

AffineTransform::determinant

AffineTransform::from_correspondences

AffineTransform::identity

AffineTransform::inverse

AffineTransform::rotation

AffineTransform::scaling

AffineTransform::translation

AffineTransform::try_from_correspondences

BatchRun

BatchRun::accepted

BatchRun::add

BatchRun::failed

BatchRun::measurements

BatchRun::merge

BatchRun::new

BatchRun::summary

BatchStatistics

BinaryMask

BinaryMask::BinaryMask

BinaryMask::at

BinaryMask::boundary

BinaryMask::bounds

BinaryMask::clear

BinaryMask::clone

BinaryMask::closing

BinaryMask::column_projection

BinaryMask::count

BinaryMask::difference

BinaryMask::dilate

BinaryMask::erode

BinaryMask::fill

BinaryMask::inside

BinaryMask::intersect

BinaryMask::invert

BinaryMask::opening

BinaryMask::row_projection

BinaryMask::set

BinaryMask::union

BorderPolicy

Bounds

CalibrationFit

CaliperConfig

CaliperConfig::new

Circle

Circle::Circle

Component

DiagnosticEvent

DoubleBounds

EdgeMapSummary

EdgeMode

EdgePoint

EdgePolicy

EdgePolicy::new

Ellipse

FeatureMeasurement

GrayImage

GrayImage::GrayImage

GrayImage::at

GrayImage::copy

GrayImage::from_rows

GrayImage::inside

GrayImage::sample_bilinear

GrayImage::set

GrayImage::sobel_magnitude

GrayImage::threshold_edges

GrayImage::try_from_rows

Histogram

Line

Line::Line

Line::distance_to

Line::offset

MatchResult

Matrix2

Matrix2::add

Matrix2::apply

Matrix2::determinant