Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
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.
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.
Can maintainers explain intent, assumptions, and trade-offs? 68 finding(s).
Are imports declared and package/API names verified? 62 finding(s).
Are wrappers, guards, and repeated structures necessary? 53 finding(s).
Which changes need focused human review? 155 finding(s).
Run additional scans to build a history of the legacy pattern signal. Score changes are not a measure of AI adoption or code quality.
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.
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.
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.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | easyocr/recognition.py | 195 | except: pass | CODE |
| HIGH | easyocr/recognition.py | 178 | except: | CODE |
| HIGH | easyocr/detection.py | 82 | except: | CODE |
| HIGH | easyocr/utils.py | 300 | except: | CODE |
| HIGH | easyocr/detection_db.py | 139 | except: | CODE |
| HIGH | easyocr/model/modules.py | 96 | except: # quantization doesn't work with this | CODE |
| HIGH | trainer/dataset.py | 109 | except ValueError: | CODE |
| HIGH | trainer/train.py | 126 | except: | CODE |
| HIGH | trainer/train.py | 164 | except: | CODE |
| HIGH | trainer/craft/eval.py | 44 | except: | CODE |
| HIGH | trainer/craft/eval.py | 86 | except: | CODE |
| HIGH | trainer/craft/eval.py | 126 | except: | CODE |
| HIGH | trainer/modules/sequence_modeling.py | 18 | except: | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | unit_test/demo.py | 1 | CODE | |
| LOW | easyocr/recognition.py | 3 | CODE | |
| LOW | easyocr/detection.py | 3 | CODE | |
| LOW | easyocr/detection.py | 4 | CODE | |
| LOW | easyocr/easyocr.py | 4 | CODE | |
| LOW | easyocr/easyocr.py | 8 | CODE | |
| LOW | easyocr/easyocr.py | 10 | CODE | |
| LOW | easyocr/easyocr.py | 11 | CODE | |
| LOW | easyocr/easyocr.py | 15 | CODE | |
| LOW | easyocr/easyocr.py | 22 | CODE | |
| LOW | easyocr/easyocr.py | 25 | CODE | |
| LOW | easyocr/__init__.py | 1 | CODE | |
| LOW | easyocr/utils.py | 1 | CODE | |
| LOW | easyocr/utils.py | 4 | CODE | |
| LOW | easyocr/DBNet/backbones/__init__.py | 1 | CODE | |
| LOW | easyocr/DBNet/backbones/__init__.py | 1 | CODE | |
| LOW | easyocr/DBNet/backbones/__init__.py | 1 | CODE | |
| LOW | easyocr/DBNet/backbones/__init__.py | 1 | CODE | |
| LOW | easyocr/DBNet/backbones/__init__.py | 1 | CODE | |
| LOW | easyocr/DBNet/backbones/__init__.py | 1 | CODE | |
| LOW | easyocr/DBNet/backbones/__init__.py | 2 | CODE | |
| LOW | easyocr/DBNet/backbones/__init__.py | 2 | CODE | |
| LOW | easyocr/DBNet/model/model.py | 3 | CODE | |
| LOW | easyocr/DBNet/model/model.py | 5 | CODE | |
| LOW | easyocr/DBNet/decoders/dice_loss.py | 3 | CODE | |
| LOW | easyocr/DBNet/decoders/dice_loss.py | 4 | CODE | |
| LOW | easyocr/DBNet/decoders/__init__.py | 1 | CODE | |
| LOW | easyocr/DBNet/decoders/__init__.py | 2 | CODE | |
| LOW | easyocr/DBNet/decoders/__init__.py | 3 | CODE | |
| LOW | easyocr/DBNet/decoders/__init__.py | 4 | CODE | |
| LOW | easyocr/DBNet/decoders/__init__.py | 5 | CODE | |
| LOW | easyocr/DBNet/decoders/__init__.py | 6 | CODE | |
| LOW | easyocr/DBNet/decoders/seg_detector_asf.py | 2 | CODE | |
| LOW | easyocr/DBNet/assets/ops/dcn/__init__.py | 1 | CODE | |
| LOW | easyocr/DBNet/assets/ops/dcn/__init__.py | 1 | CODE | |
| LOW | easyocr/DBNet/assets/ops/dcn/__init__.py | 2 | CODE | |
| LOW | easyocr/DBNet/assets/ops/dcn/__init__.py | 3 | CODE | |
| LOW | easyocr/DBNet/assets/ops/dcn/__init__.py | 3 | CODE | |
| LOW | easyocr/DBNet/assets/ops/dcn/__init__.py | 3 | CODE | |
| LOW | easyocr/DBNet/assets/ops/dcn/__init__.py | 3 | CODE | |
| LOW | easyocr/DBNet/assets/ops/dcn/__init__.py | 5 | CODE | |
| LOW | easyocr/DBNet/assets/ops/dcn/__init__.py | 5 | CODE | |
| LOW | easyocr/DBNet/assets/ops/dcn/__init__.py | 5 | CODE | |
| LOW | trainer/test.py | 1 | CODE | |
| LOW | trainer/test.py | 3 | CODE | |
| LOW | trainer/test.py | 4 | CODE | |
| LOW | trainer/test.py | 7 | CODE | |
| LOW | trainer/test.py | 10 | CODE | |
| LOW | trainer/test.py | 13 | CODE | |
| LOW | trainer/test.py | 13 | CODE | |
| LOW | trainer/test.py | 14 | CODE | |
| LOW | trainer/test.py | 14 | CODE | |
| LOW | trainer/test.py | 15 | CODE | |
| LOW | trainer/dataset.py | 2 | CODE | |
| LOW | trainer/dataset.py | 4 | CODE | |
| LOW | trainer/dataset.py | 9 | CODE | |
| LOW | trainer/train.py | 1 | CODE | |
| LOW | trainer/craft/train.py | 6 | CODE | |
| LOW | trainer/craft/train.py | 21 | CODE | |
| LOW | trainer/craft/trainSynth.py | 21 | CODE | |
| 2 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | unit_test/unit_test.py | 114 | CODE | |
| LOW | unit_test/unit_test.py | 173 | CODE | |
| LOW | easyocr/recognition.py | 99 | CODE | |
| LOW | easyocr/easyocr.py | 32 | CODE | |
| LOW | easyocr/easyocr.py | 235 | CODE | |
| LOW | easyocr/easyocr.py | 353 | CODE | |
| LOW | easyocr/easyocr.py | 476 | CODE | |
| LOW | easyocr/utils.py | 28 | CODE | |
| LOW | easyocr/utils.py | 137 | CODE | |
| LOW | easyocr/utils.py | 181 | CODE | |
| LOW | easyocr/utils.py | 450 | CODE | |
| LOW | easyocr/utils.py | 643 | CODE | |
| LOW | easyocr/utils.py | 732 | CODE | |
| LOW | easyocr/utils.py | 276 | CODE | |
| LOW | easyocr/utils.py | 352 | CODE | |
| LOW | easyocr/craft_utils.py | 87 | CODE | |
| LOW | easyocr/DBNet/backbones/resnet.py | 183 | CODE | |
| LOW | easyocr/DBNet/backbones/mobilenetv3.py | 204 | CODE | |
| LOW | easyocr/DBNet/backbones/mobilenetv3.py | 222 | CODE | |
| LOW | easyocr/DBNet/model/constructor.py | 66 | CODE | |
| LOW | easyocr/DBNet/model/constructor.py | 89 | CODE | |
| LOW | easyocr/DBNet/model/model.py | 53 | CODE | |
| LOW | easyocr/DBNet/decoders/dice_loss.py | 131 | CODE | |
| LOW | easyocr/model/modules.py | 10 | CODE | |
| LOW | trainer/test.py | 17 | CODE | |
| LOW | trainer/dataset.py | 117 | CODE | |
| LOW | trainer/dataset.py | 144 | CODE | |
| LOW | trainer/utils.py | 74 | CODE | |
| LOW | trainer/utils.py | 176 | CODE | |
| LOW | trainer/train.py | 32 | CODE | |
| LOW | trainer/craft/train.py | 138 | CODE | |
| LOW | trainer/craft/eval.py | 178 | CODE | |
| LOW | trainer/craft/eval.py | 205 | CODE | |
| LOW | trainer/craft/trainSynth.py | 117 | CODE | |
| LOW | trainer/craft/train_distributed.py | 141 | CODE | |
| LOW | trainer/craft/metrics/eval_det_iou.py | 19 | CODE | |
| LOW | trainer/craft/utils/craft_utils.py | 91 | CODE | |
| LOW | trainer/craft/model/vgg16_bn.py | 8 | CODE | |
| LOW | trainer/craft/data/dataset.py | 62 | CODE | |
| LOW | trainer/craft/data/boxEnlarge.py | 21 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | easyocr/recognition.py | 186 | CODE | |
| LOW | easyocr/easyocr.py | 32 | CODE | |
| LOW | easyocr/easyocr.py | 311 | CODE | |
| LOW | easyocr/easyocr.py | 353 | CODE | |
| LOW | easyocr/easyocr.py | 474 | CODE | |
| LOW | easyocr/easyocr.py | 440 | CODE | |
| LOW | easyocr/easyocr.py | 476 | CODE | |
| LOW | easyocr/easyocr.py | 538 | CODE | |
| LOW | easyocr/export.py | 9 | CODE | |
| LOW | easyocr/detection_db.py | 220 | CODE | |
| LOW | easyocr/DBNet/backbones/resnet.py | 102 | CODE | |
| LOW | easyocr/DBNet/backbones/resnet.py | 179 | CODE | |
| LOW | easyocr/DBNet/decoders/seg_detector_asf.py | 10 | CODE | |
| LOW | easyocr/model/modules.py | 80 | CODE | |
| LOW | easyocr/model/modules.py | 100 | CODE | |
| LOW | easyocr/model/modules.py | 169 | CODE | |
| LOW | trainer/modules/feature_extraction.py | 150 | CODE | |
| LOW | trainer/modules/sequence_modeling.py | 22 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | easyocr/DBNet/assets/ops/dcn/functions/deform_conv.py | 41 | except Exception as error: | CODE |
| LOW | easyocr/DBNet/assets/ops/dcn/functions/deform_conv.py | 68 | except Exception as error: | CODE |
| LOW | easyocr/DBNet/assets/ops/dcn/functions/deform_pool.py | 40 | except Exception as error: | CODE |
| LOW | easyocr/DBNet/assets/ops/dcn/functions/deform_pool.py | 63 | except Exception as error: | CODE |
| MEDIUM | easyocr/scripts/compile_dbnet_dcn.py | 25 | print("Error message can be found in {}.".format(os.path.abspath(log_path))) | CODE |
| LOW | easyocr/scripts/compile_dbnet_dcn.py | 77 | except Exception as error: | CODE |
| LOW | trainer/train.py | 99 | except Exception as e: # for batchnorm. | CODE |
| LOW⚡ | trainer/craft/data/gaussian.py | 127 | except Exception as e: | CODE |
| MEDIUM⚡ | trainer/craft/data/gaussian.py | 128 | print("Error : {}".format(e)) | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | easyocr/utils.py | 819 | def set_result_with_confidence(results): | CODE |
| LOW | easyocr/DBNet/model/constructor.py | 39 | def construct_class_from_config(args): | CODE |
| LOW | easyocr/DBNet/model/constructor.py | 66 | def create_member_from_config(self, conf): | CODE |
| LOW | trainer/craft/metrics/eval_det_iou.py | 23 | def get_intersection_over_union(pD, pG): | CODE |
| LOW | trainer/craft/utils/inference_boxes.py | 130 | def load_prescription_cleval_gt(dataFolder): | CODE |
| LOW | trainer/craft/utils/craft_utils.py | 303 | def save_outputs_from_tensors(images, region_scores, affinity_scores, text_threshold, link_threshold, | CODE |
| LOW | trainer/craft/data/dataset.py | 252 | def dilate_img_to_output_size(self, image, char_bbox): | CODE |
| LOW | trainer/craft/data/gaussian.py | 79 | def add_gaussian_map_to_score_map( | CODE |
| LOW⚡ | trainer/craft/data/gaussian.py | 137 | def calculate_affinity_box_points(self, bbox_1, bbox_2, vertical=False): | CODE |
| LOW | trainer/craft/data/pseudo_label/watershed.py | 30 | def exec_watershed_by_version( | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | easyocr/DBNet/backbones/resnet.py | 6 | __all__ = ['ResNet', 'resnet18', 'resnet34', 'resnet50', 'resnet101', | CODE |
| LOW | easyocr/DBNet/backbones/mobilenetv3.py | 7 | __all__ = ['MobileNetV3', 'mobilenetv3'] | CODE |
| LOW | easyocr/DBNet/assets/ops/dcn/__init__.py | 8 | __all__ = [ | CODE |