AI Slop Code Risk Monitor

JaidedAI/EasyOCR

SlopCodeMonitor badge for JaidedAI/EasyOCR Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

0.1 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for JaidedAI/EasyOCR, a Python project with 30,139 GitHub stars. SynthScan examined 1,991,020 lines of code across 254 source files, recording 155 pattern matches distributed across 7 syntactic categories. The legacy adjusted pattern signal is 0.1 (Low pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

0.1
Adjusted Signal
0.1
Raw Pattern Score
100%
Time Factor
2026-11-13
Last Push
30.1K
Stars
Python
Language
2.0M
Lines of Code
254
Files
155
Pattern Hits
2026-11-13
Scan Date
0.05
HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-11-13.

Cognitive Ownership Risk 0.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 68 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 62 finding(s).

Agent Over-Engineering Ratio 0.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 53 finding(s).

PR Review Velocity Impact 0.6/100 · LOW

Which changes need focused human review? 155 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

Run additional scans to build a history of the legacy pattern signal. Score changes are not a measure of AI adoption or code quality.

No multi-scan history yet — run the scanner again to build trend data.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 13MEDIUM 2LOW 140

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 155 distinct pattern matches across 7 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Empty Error Handlers13 hits · 65 pts
SeverityFileLineSnippetContext
HIGHeasyocr/recognition.py195except: passCODE
HIGHeasyocr/recognition.py178except:CODE
HIGHeasyocr/detection.py82except:CODE
HIGHeasyocr/utils.py300except:CODE
HIGHeasyocr/detection_db.py139except:CODE
HIGHeasyocr/model/modules.py96except: # quantization doesn't work with thisCODE
HIGHtrainer/dataset.py109except ValueError:CODE
HIGHtrainer/train.py126except:CODE
HIGHtrainer/train.py164except:CODE
HIGHtrainer/craft/eval.py44except:CODE
HIGHtrainer/craft/eval.py86except:CODE
HIGHtrainer/craft/eval.py126except:CODE
HIGHtrainer/modules/sequence_modeling.py18except:CODE
Unused Imports62 hits · 62 pts
SeverityFileLineSnippetContext
LOWunit_test/demo.py1CODE
LOWeasyocr/recognition.py3CODE
LOWeasyocr/detection.py3CODE
LOWeasyocr/detection.py4CODE
LOWeasyocr/easyocr.py4CODE
LOWeasyocr/easyocr.py8CODE
LOWeasyocr/easyocr.py10CODE
LOWeasyocr/easyocr.py11CODE
LOWeasyocr/easyocr.py15CODE
LOWeasyocr/easyocr.py22CODE
LOWeasyocr/easyocr.py25CODE
LOWeasyocr/__init__.py1CODE
LOWeasyocr/utils.py1CODE
LOWeasyocr/utils.py4CODE
LOWeasyocr/DBNet/backbones/__init__.py1CODE
LOWeasyocr/DBNet/backbones/__init__.py1CODE
LOWeasyocr/DBNet/backbones/__init__.py1CODE
LOWeasyocr/DBNet/backbones/__init__.py1CODE
LOWeasyocr/DBNet/backbones/__init__.py1CODE
LOWeasyocr/DBNet/backbones/__init__.py1CODE
LOWeasyocr/DBNet/backbones/__init__.py2CODE
LOWeasyocr/DBNet/backbones/__init__.py2CODE
LOWeasyocr/DBNet/model/model.py3CODE
LOWeasyocr/DBNet/model/model.py5CODE
LOWeasyocr/DBNet/decoders/dice_loss.py3CODE
LOWeasyocr/DBNet/decoders/dice_loss.py4CODE
LOWeasyocr/DBNet/decoders/__init__.py1CODE
LOWeasyocr/DBNet/decoders/__init__.py2CODE
LOWeasyocr/DBNet/decoders/__init__.py3CODE
LOWeasyocr/DBNet/decoders/__init__.py4CODE
LOWeasyocr/DBNet/decoders/__init__.py5CODE
LOWeasyocr/DBNet/decoders/__init__.py6CODE
LOWeasyocr/DBNet/decoders/seg_detector_asf.py2CODE
LOWeasyocr/DBNet/assets/ops/dcn/__init__.py1CODE
LOWeasyocr/DBNet/assets/ops/dcn/__init__.py1CODE
LOWeasyocr/DBNet/assets/ops/dcn/__init__.py2CODE
LOWeasyocr/DBNet/assets/ops/dcn/__init__.py3CODE
LOWeasyocr/DBNet/assets/ops/dcn/__init__.py3CODE
LOWeasyocr/DBNet/assets/ops/dcn/__init__.py3CODE
LOWeasyocr/DBNet/assets/ops/dcn/__init__.py3CODE
LOWeasyocr/DBNet/assets/ops/dcn/__init__.py5CODE
LOWeasyocr/DBNet/assets/ops/dcn/__init__.py5CODE
LOWeasyocr/DBNet/assets/ops/dcn/__init__.py5CODE
LOWtrainer/test.py1CODE
LOWtrainer/test.py3CODE
LOWtrainer/test.py4CODE
LOWtrainer/test.py7CODE
LOWtrainer/test.py10CODE
LOWtrainer/test.py13CODE
LOWtrainer/test.py13CODE
LOWtrainer/test.py14CODE
LOWtrainer/test.py14CODE
LOWtrainer/test.py15CODE
LOWtrainer/dataset.py2CODE
LOWtrainer/dataset.py4CODE
LOWtrainer/dataset.py9CODE
LOWtrainer/train.py1CODE
LOWtrainer/craft/train.py6CODE
LOWtrainer/craft/train.py21CODE
LOWtrainer/craft/trainSynth.py21CODE
2 more matches not shown…
Deep Nesting40 hits · 40 pts
SeverityFileLineSnippetContext
LOWunit_test/unit_test.py114CODE
LOWunit_test/unit_test.py173CODE
LOWeasyocr/recognition.py99CODE
LOWeasyocr/easyocr.py32CODE
LOWeasyocr/easyocr.py235CODE
LOWeasyocr/easyocr.py353CODE
LOWeasyocr/easyocr.py476CODE
LOWeasyocr/utils.py28CODE
LOWeasyocr/utils.py137CODE
LOWeasyocr/utils.py181CODE
LOWeasyocr/utils.py450CODE
LOWeasyocr/utils.py643CODE
LOWeasyocr/utils.py732CODE
LOWeasyocr/utils.py276CODE
LOWeasyocr/utils.py352CODE
LOWeasyocr/craft_utils.py87CODE
LOWeasyocr/DBNet/backbones/resnet.py183CODE
LOWeasyocr/DBNet/backbones/mobilenetv3.py204CODE
LOWeasyocr/DBNet/backbones/mobilenetv3.py222CODE
LOWeasyocr/DBNet/model/constructor.py66CODE
LOWeasyocr/DBNet/model/constructor.py89CODE
LOWeasyocr/DBNet/model/model.py53CODE
LOWeasyocr/DBNet/decoders/dice_loss.py131CODE
LOWeasyocr/model/modules.py10CODE
LOWtrainer/test.py17CODE
LOWtrainer/dataset.py117CODE
LOWtrainer/dataset.py144CODE
LOWtrainer/utils.py74CODE
LOWtrainer/utils.py176CODE
LOWtrainer/train.py32CODE
LOWtrainer/craft/train.py138CODE
LOWtrainer/craft/eval.py178CODE
LOWtrainer/craft/eval.py205CODE
LOWtrainer/craft/trainSynth.py117CODE
LOWtrainer/craft/train_distributed.py141CODE
LOWtrainer/craft/metrics/eval_det_iou.py19CODE
LOWtrainer/craft/utils/craft_utils.py91CODE
LOWtrainer/craft/model/vgg16_bn.py8CODE
LOWtrainer/craft/data/dataset.py62CODE
LOWtrainer/craft/data/boxEnlarge.py21CODE
AI Structural Patterns18 hits · 18 pts
SeverityFileLineSnippetContext
LOWeasyocr/recognition.py186CODE
LOWeasyocr/easyocr.py32CODE
LOWeasyocr/easyocr.py311CODE
LOWeasyocr/easyocr.py353CODE
LOWeasyocr/easyocr.py474CODE
LOWeasyocr/easyocr.py440CODE
LOWeasyocr/easyocr.py476CODE
LOWeasyocr/easyocr.py538CODE
LOWeasyocr/export.py9CODE
LOWeasyocr/detection_db.py220CODE
LOWeasyocr/DBNet/backbones/resnet.py102CODE
LOWeasyocr/DBNet/backbones/resnet.py179CODE
LOWeasyocr/DBNet/decoders/seg_detector_asf.py10CODE
LOWeasyocr/model/modules.py80CODE
LOWeasyocr/model/modules.py100CODE
LOWeasyocr/model/modules.py169CODE
LOWtrainer/modules/feature_extraction.py150CODE
LOWtrainer/modules/sequence_modeling.py22CODE
Excessive Try-Catch Wrapping9 hits · 12 pts
SeverityFileLineSnippetContext
LOWeasyocr/DBNet/assets/ops/dcn/functions/deform_conv.py41 except Exception as error:CODE
LOWeasyocr/DBNet/assets/ops/dcn/functions/deform_conv.py68 except Exception as error:CODE
LOWeasyocr/DBNet/assets/ops/dcn/functions/deform_pool.py40 except Exception as error:CODE
LOWeasyocr/DBNet/assets/ops/dcn/functions/deform_pool.py63 except Exception as error:CODE
MEDIUMeasyocr/scripts/compile_dbnet_dcn.py25 print("Error message can be found in {}.".format(os.path.abspath(log_path)))CODE
LOWeasyocr/scripts/compile_dbnet_dcn.py77 except Exception as error:CODE
LOWtrainer/train.py99 except Exception as e: # for batchnorm.CODE
LOW⚡trainer/craft/data/gaussian.py127 except Exception as e:CODE
MEDIUM⚡trainer/craft/data/gaussian.py128 print("Error : {}".format(e))CODE
Hyper-Verbose Identifiers10 hits · 10 pts
SeverityFileLineSnippetContext
LOWeasyocr/utils.py819def set_result_with_confidence(results):CODE
LOWeasyocr/DBNet/model/constructor.py39 def construct_class_from_config(args):CODE
LOWeasyocr/DBNet/model/constructor.py66 def create_member_from_config(self, conf):CODE
LOWtrainer/craft/metrics/eval_det_iou.py23 def get_intersection_over_union(pD, pG):CODE
LOWtrainer/craft/utils/inference_boxes.py130def load_prescription_cleval_gt(dataFolder):CODE
LOWtrainer/craft/utils/craft_utils.py303def save_outputs_from_tensors(images, region_scores, affinity_scores, text_threshold, link_threshold,CODE
LOWtrainer/craft/data/dataset.py252 def dilate_img_to_output_size(self, image, char_bbox):CODE
LOWtrainer/craft/data/gaussian.py79 def add_gaussian_map_to_score_map(CODE
LOW⚡trainer/craft/data/gaussian.py137 def calculate_affinity_box_points(self, bbox_1, bbox_2, vertical=False):CODE
LOWtrainer/craft/data/pseudo_label/watershed.py30def exec_watershed_by_version(CODE
Modern Structural Boilerplate3 hits · 3 pts
SeverityFileLineSnippetContext
LOWeasyocr/DBNet/backbones/resnet.py6__all__ = ['ResNet', 'resnet18', 'resnet34', 'resnet50', 'resnet101',CODE
LOWeasyocr/DBNet/backbones/mobilenetv3.py7__all__ = ['MobileNetV3', 'mobilenetv3']CODE
LOWeasyocr/DBNet/assets/ops/dcn/__init__.py8__all__ = [CODE