[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥
This report summarizes scanner evidence for lyuwenyu/RT-DETR, a Python project with 5,586 GitHub stars. SynthScan examined 55,953 lines of code across 335 source files, recording 1026 pattern matches distributed across 13 syntactic categories. The legacy adjusted pattern signal is 21.8 (Elevated 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.
Can maintainers explain intent, assumptions, and trade-offs? 371 finding(s).
Are imports declared and package/API names verified? 474 finding(s).
Are wrappers, guards, and repeated structures necessary? 339 finding(s).
Which changes need focused human review? 1026 finding(s).
This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.
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 1026 distinct pattern matches across 13 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 |
|---|---|---|---|---|
| LOW | hubconf.py | 5 | CODE | |
| LOW | benchmark/trtinfer.py | 4 | CODE | |
| LOW | benchmark/trtinfer.py | 5 | CODE | |
| LOW | rtdetr_pytorch/tools/export_onnx.py | 9 | CODE | |
| LOW | rtdetr_pytorch/tools/infer.py | 11 | CODE | |
| LOW | rtdetr_pytorch/tools/infer.py | 13 | CODE | |
| LOW | rtdetr_pytorch/src/__init__.py | 2 | CODE | |
| LOW | rtdetr_pytorch/src/__init__.py | 3 | CODE | |
| LOW | rtdetr_pytorch/src/__init__.py | 4 | CODE | |
| LOW | rtdetr_pytorch/src/__init__.py | 5 | CODE | |
| LOW | rtdetr_pytorch/src/misc/__init__.py | 2 | CODE | |
| LOW | rtdetr_pytorch/src/misc/__init__.py | 3 | CODE | |
| LOW | rtdetr_pytorch/src/core/config.py | 4 | CODE | |
| LOW | rtdetr_pytorch/src/core/config.py | 12 | CODE | |
| LOW | rtdetr_pytorch/src/core/config.py | 12 | CODE | |
| LOW | rtdetr_pytorch/src/core/__init__.py | 5 | CODE | |
| LOW | rtdetr_pytorch/src/core/__init__.py | 6 | CODE | |
| LOW | rtdetr_pytorch/src/core/__init__.py | 7 | CODE | |
| LOW | rtdetr_pytorch/src/nn/__init__.py | 2 | CODE | |
| LOW | rtdetr_pytorch/src/nn/__init__.py | 3 | CODE | |
| LOW | rtdetr_pytorch/src/nn/__init__.py | 6 | CODE | |
| LOW | rtdetr_pytorch/src/nn/arch/classification.py | 1 | CODE | |
| LOW | rtdetr_pytorch/src/nn/arch/__init__.py | 1 | CODE | |
| LOW | rtdetr_pytorch/src/nn/backbone/test_resnet.py | 1 | CODE | |
| LOW | rtdetr_pytorch/src/nn/backbone/test_resnet.py | 5 | CODE | |
| LOW | rtdetr_pytorch/src/nn/backbone/regnet.py | 1 | CODE | |
| LOW | rtdetr_pytorch/src/nn/backbone/dla.py | 1 | CODE | |
| LOW | rtdetr_pytorch/src/nn/backbone/dla.py | 2 | CODE | |
| LOW | rtdetr_pytorch/src/nn/backbone/dla.py | 3 | CODE | |
| LOW | rtdetr_pytorch/src/nn/backbone/__init__.py | 2 | CODE | |
| LOW | rtdetr_pytorch/src/nn/backbone/__init__.py | 3 | CODE | |
| LOW | rtdetr_pytorch/src/nn/backbone/__init__.py | 4 | CODE | |
| LOW | rtdetr_pytorch/src/nn/backbone/__init__.py | 5 | CODE | |
| LOW | rtdetr_pytorch/src/nn/backbone/__init__.py | 6 | CODE | |
| LOW | rtdetr_pytorch/src/nn/backbone/utils.py | 8 | CODE | |
| LOW | rtdetr_pytorch/src/optim/amp.py | 1 | CODE | |
| LOW | rtdetr_pytorch/src/optim/amp.py | 2 | CODE | |
| LOW | rtdetr_pytorch/src/optim/amp.py | 7 | CODE | |
| LOW | rtdetr_pytorch/src/optim/__init__.py | 2 | CODE | |
| LOW | rtdetr_pytorch/src/optim/__init__.py | 3 | CODE | |
| LOW | rtdetr_pytorch/src/optim/__init__.py | 4 | CODE | |
| LOW | rtdetr_pytorch/src/optim/optim.py | 2 | CODE | |
| LOW | rtdetr_pytorch/src/optim/optim.py | 3 | CODE | |
| LOW | rtdetr_pytorch/src/solver/det_engine.py | 9 | CODE | |
| LOW | rtdetr_pytorch/src/solver/det_engine.py | 11 | CODE | |
| LOW | rtdetr_pytorch/src/solver/solver.py | 5 | CODE | |
| LOW | rtdetr_pytorch/src/zoo/__init__.py | 2 | CODE | |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/rtdetr.py | 4 | CODE | |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/__init__.py | 5 | CODE | |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/__init__.py | 7 | CODE | |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/__init__.py | 8 | CODE | |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/__init__.py | 9 | CODE | |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/__init__.py | 10 | CODE | |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/__init__.py | 12 | CODE | |
| LOW | rtdetr_pytorch/src/data/__init__.py | 2 | CODE | |
| LOW | rtdetr_pytorch/src/data/__init__.py | 3 | CODE | |
| LOW | rtdetr_pytorch/src/data/__init__.py | 5 | CODE | |
| LOW | rtdetr_pytorch/src/data/__init__.py | 6 | CODE | |
| LOW | rtdetr_pytorch/src/data/functional.py | 5 | CODE | |
| LOW | rtdetr_pytorch/src/data/functional.py | 5 | CODE | |
| 414 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | rtdetr_pytorch/src/misc/logger.py | 0 | track a series of values and provide access to smoothed values over a window or the global series average. | STRING |
| HIGH | rtdetrv2_pytorch/src/misc/logger.py | 0 | track a series of values and provide access to smoothed values over a window or the global series average. | STRING |
| HIGH | rtdetr_paddle/ppdet/utils/stats.py | 0 | track a series of values and provide access to smoothed values over a window or the global series average. | STRING |
| HIGH | rtdetr_pytorch/src/misc/logger.py | 0 | run all_gather on arbitrary picklable data (not necessarily tensors) args: data: any picklable object returns: list[data | STRING |
| HIGH | rtdetr_pytorch/src/misc/dist.py | 0 | run all_gather on arbitrary picklable data (not necessarily tensors) args: data: any picklable object returns: list[data | STRING |
| HIGH | rtdetrv2_pytorch/src/misc/logger.py | 0 | run all_gather on arbitrary picklable data (not necessarily tensors) args: data: any picklable object returns: list[data | STRING |
| HIGH | rtdetrv2_pytorch/src/misc/dist_utils.py | 0 | run all_gather on arbitrary picklable data (not necessarily tensors) args: data: any picklable object returns: list[data | STRING |
| HIGH | rtdetr_pytorch/src/optim/ema.py | 0 | model exponential moving average from https://github.com/rwightman/pytorch-image-models keep a moving average of everyth | STRING |
| HIGH | rtdetrv2_pytorch/src/optim/ema.py | 0 | model exponential moving average from https://github.com/rwightman/pytorch-image-models keep a moving average of everyth | STRING |
| HIGH | rtdetr_paddle/ppdet/optimizer/ema.py | 0 | model exponential moving average from https://github.com/rwightman/pytorch-image-models keep a moving average of everyth | STRING |
| HIGH | rtdetr_pytorch/src/zoo/rtdetr/rtdetr_decoder.py | 0 | args: query (tensor): [bs, query_length, c] reference_points (tensor): [bs, query_length, n_levels, 2], range in [0, 1], | STRING |
| HIGH | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetr_decoder.py | 0 | args: query (tensor): [bs, query_length, c] reference_points (tensor): [bs, query_length, n_levels, 2], range in [0, 1], | STRING |
| HIGH | …ddle/ppdet/modeling/transformers/rtdetr_transformer.py | 0 | args: query (tensor): [bs, query_length, c] reference_points (tensor): [bs, query_length, n_levels, 2], range in [0, 1], | STRING |
| HIGH | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetrv2_decoder.py | 0 | args: query (tensor): [bs, query_length, c] reference_points (tensor): [bs, query_length, n_levels, 2], range in [0, 1], | STRING |
| HIGH | …/ppdet/modeling/transformers/deformable_transformer.py | 0 | args: query (tensor): [bs, query_length, c] reference_points (tensor): [bs, query_length, n_levels, 2], range in [0, 1], | STRING |
| HIGH | rtdetr_pytorch/src/zoo/rtdetr/rtdetr_criterion.py | 0 | this class computes the loss for detr. the process happens in two steps: 1) we compute hungarian assignment between grou | STRING |
| HIGH | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetr_criterion.py | 0 | this class computes the loss for detr. the process happens in two steps: 1) we compute hungarian assignment between grou | STRING |
| HIGH | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetrv2_criterion.py | 0 | this class computes the loss for detr. the process happens in two steps: 1) we compute hungarian assignment between grou | STRING |
| HIGH | rtdetr_pytorch/src/zoo/rtdetr/rtdetr_criterion.py | 0 | create the criterion. parameters: matcher: module able to compute a matching between targets and proposals num_classes: | STRING |
| HIGH | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetr_criterion.py | 0 | create the criterion. parameters: matcher: module able to compute a matching between targets and proposals num_classes: | STRING |
| HIGH | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetrv2_criterion.py | 0 | create the criterion. parameters: matcher: module able to compute a matching between targets and proposals num_classes: | STRING |
| HIGH | rtdetr_pytorch/src/zoo/rtdetr/rtdetr_criterion.py | 0 | compute the losses related to the bounding boxes, the l1 regression loss and the giou loss targets dicts must contain th | STRING |
| HIGH | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetr_criterion.py | 0 | compute the losses related to the bounding boxes, the l1 regression loss and the giou loss targets dicts must contain th | STRING |
| HIGH | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetrv2_criterion.py | 0 | compute the losses related to the bounding boxes, the l1 regression loss and the giou loss targets dicts must contain th | STRING |
| HIGH | rtdetr_pytorch/src/zoo/rtdetr/rtdetr_criterion.py | 0 | this performs the loss computation. parameters: outputs: dict of tensors, see the output specification of the model for | STRING |
| HIGH | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetr_criterion.py | 0 | this performs the loss computation. parameters: outputs: dict of tensors, see the output specification of the model for | STRING |
| HIGH | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetrv2_criterion.py | 0 | this performs the loss computation. parameters: outputs: dict of tensors, see the output specification of the model for | STRING |
| HIGH | rtdetr_pytorch/src/zoo/rtdetr/utils.py | 0 | args: value (tensor): [bs, value_length, n_head, c] value_spatial_shapes (tensor|list): [n_levels, 2] value_level_start_ | STRING |
| HIGH | rtdetrv2_pytorch/src/zoo/rtdetr/utils.py | 0 | args: value (tensor): [bs, value_length, n_head, c] value_spatial_shapes (tensor|list): [n_levels, 2] value_level_start_ | STRING |
| HIGH | rtdetr_paddle/ppdet/modeling/transformers/utils.py | 0 | args: value (tensor): [bs, value_length, n_head, c] value_spatial_shapes (tensor|list): [n_levels, 2] value_level_start_ | STRING |
| HIGH | rtdetr_pytorch/src/zoo/rtdetr/utils.py | 0 | initialize conv/fc bias value according to a given probability value. | STRING |
| HIGH | rtdetrv2_pytorch/src/zoo/rtdetr/utils.py | 0 | initialize conv/fc bias value according to a given probability value. | STRING |
| HIGH | rtdetr_paddle/ppdet/modeling/initializer.py | 0 | initialize conv/fc bias value according to a given probability value. | STRING |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | rtdetr_pytorch/tools/export_onnx.py | 81 | print(f'Simplify onnx model {check}...') | COMMENT |
| LOW | rtdetr_pytorch/tools/export_onnx.py | 101 | # output = sess.run( | COMMENT |
| LOW | rtdetr_pytorch/tools/export_onnx.py | 121 | # print(i, sum(scr > thrh)) | COMMENT |
| LOW | rtdetr_pytorch/src/solver/det_engine.py | 121 | outputs = model(samples) | COMMENT |
| LOW | rtdetr_pytorch/src/solver/det_engine.py | 141 | # target_sizes = torch.stack([t["size"] for t in targets], dim=0) | COMMENT |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/denoising.py | 61 | mask = torch.rand_like(input_query_class, dtype=torch.float) < (label_noise_ratio * 0.5) | COMMENT |
| LOW | rtdetrv2_pytorch/references/deploy/rtdetrv2_tensorrt.py | 1 | # Copyright 2023 lyuwenyu. All Rights Reserved. | COMMENT |
| LOW | rtdetrv2_pytorch/src/data/__init__.py | 21 | # _set_epoch_func([CIFAR10, VOCDetection, CocoDetection]) | COMMENT |
| LOW | rtdetr_paddle/ppdet/__init__.py | 1 | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/metrics/keypoint_metrics.py | 1 | # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/metrics/metrics.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/metrics/mcmot_metrics.py | 1 | # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/metrics/munkres.py | 1 | # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/metrics/__init__.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/metrics/mot_metrics.py | 1 | # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/metrics/mot_metrics.py | 881 | # should be greater or equal to 0 | COMMENT |
| LOW | rtdetr_paddle/ppdet/metrics/map_utils.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/metrics/widerface_utils.py | 1 | # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/metrics/pose3d_metrics.py | 1 | # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/metrics/coco_utils.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/metrics/json_results.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/core/__init__.py | 1 | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/core/workspace.py | 1 | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/core/config/yaml_helpers.py | 1 | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/core/config/__init__.py | 1 | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/core/config/schema.py | 1 | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/optimizer/ema.py | 1 | # Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/optimizer/__init__.py | 1 | # Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/optimizer/utils.py | 1 | # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/optimizer/optimizer.py | 1 | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/utils/colormap.py | 1 | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/utils/voc_utils.py | 1 | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/utils/checkpoint.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/utils/check.py | 1 | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/utils/download.py | 1 | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/utils/__init__.py | 1 | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/utils/logger.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/utils/fuse_utils.py | 1 | # Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/utils/cli.py | 1 | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/utils/stats.py | 1 | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/utils/profiler.py | 1 | # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/utils/visualizer.py | 1 | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/shape_spec.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/__init__.py | 1 | # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/keypoint_utils.py | 1 | # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/ops.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/initializer.py | 1 | # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/bbox_utils.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/layers.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/post_process.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/cls_utils.py | 1 | # Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/losses/gfocal_loss.py | 1 | # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/losses/__init__.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/losses/detr_loss.py | 1 | # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/losses/focal_loss.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/losses/varifocal_loss.py | 1 | # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/losses/iou_loss.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/losses/smooth_l1_loss.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/architectures/detr.py | 1 | # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| LOW | rtdetr_paddle/ppdet/modeling/architectures/__init__.py | 1 | # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | COMMENT |
| 56 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | rtdetr_pytorch/src/misc/visualizer.py | 12 | __all__ = ['show_sample'] | CODE |
| LOW | rtdetr_pytorch/src/core/config.py | 15 | __all__ = ['BaseConfig', ] | CODE |
| LOW | rtdetr_pytorch/src/core/yaml_utils.py | 9 | __all__ = ['GLOBAL_CONFIG', 'register', 'create', 'load_config', 'merge_config', 'merge_dict'] | CODE |
| LOW | rtdetr_pytorch/src/nn/arch/classification.py | 7 | __all__ = ['Classification', 'ClassHead'] | CODE |
| LOW | rtdetr_pytorch/src/nn/backbone/regnet.py | 8 | __all__ = ['RegNet'] | CODE |
| LOW | rtdetr_pytorch/src/nn/backbone/dla.py | 17 | logger = logging.getLogger(__name__) | CODE |
| LOW | rtdetr_pytorch/src/nn/backbone/presnet.py | 14 | __all__ = ['PResNet'] | CODE |
| LOW | rtdetr_pytorch/src/optim/ema.py | 20 | __all__ = ['ModelEMA'] | CODE |
| LOW | rtdetr_pytorch/src/optim/amp.py | 10 | __all__ = ['GradScaler'] | CODE |
| LOW | rtdetr_pytorch/src/optim/optim.py | 10 | __all__ = ['AdamW', 'SGD', 'Adam', 'MultiStepLR', 'CosineAnnealingLR', 'OneCycleLR', 'LambdaLR'] | CODE |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/rtdetr.py | 14 | __all__ = ['RTDETR', ] | CODE |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/rtdetr_decoder.py | 21 | __all__ = ['RTDETRTransformer'] | CODE |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/rtdetr_postprocessor.py | 13 | __all__ = ['RTDETRPostProcessor'] | CODE |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/hybrid_encoder.py | 14 | __all__ = ['HybridEncoder'] | CODE |
| LOW | rtdetr_pytorch/src/data/transforms.py | 21 | __all__ = ['Compose', ] | CODE |
| LOW | rtdetr_pytorch/src/data/dataloader.py | 7 | __all__ = ['DataLoader'] | CODE |
| LOW | rtdetr_pytorch/src/data/coco/coco_dataset.py | 20 | __all__ = ['CocoDetection'] | CODE |
| LOW | rtdetr_pytorch/src/data/coco/coco_eval.py | 22 | __all__ = ['CocoEvaluator',] | CODE |
| LOW | rtdetrv2_pytorch/tools/run_profile.py | 17 | __all__ = ["profile_stats"] | CODE |
| LOW | rtdetrv2_pytorch/src/misc/visualizer.py | 12 | __all__ = ['show_sample'] | CODE |
| LOW | rtdetrv2_pytorch/src/core/yaml_utils.py | 11 | __all__ = [ | CODE |
| LOW | rtdetrv2_pytorch/src/core/_config.py | 16 | __all__ = ['BaseConfig', ] | CODE |
| LOW | …trv2_pytorch/src/nn/postprocessor/nms_postprocessor.py | 15 | __all__ = ['DetNMSPostProcessor', ] | CODE |
| LOW | …rv2_pytorch/src/nn/postprocessor/detr_postprocessor.py | 11 | __all__ = ['DetDETRPostProcessor'] | CODE |
| LOW | rtdetrv2_pytorch/src/nn/arch/classification.py | 11 | __all__ = ['Classification', 'ClassHead'] | CODE |
| LOW | rtdetrv2_pytorch/src/nn/arch/yolo.py | 9 | __all__ = ['YOLO', ] | CODE |
| LOW | rtdetrv2_pytorch/src/nn/backbone/csp_resnet.py | 16 | __all__ = ['CSPResNet'] | CODE |
| LOW | rtdetrv2_pytorch/src/nn/backbone/hgnetv2.py | 18 | __all__ = ['HGNetv2'] | CODE |
| LOW | rtdetrv2_pytorch/src/nn/backbone/presnet.py | 14 | __all__ = ['PResNet'] | CODE |
| LOW | rtdetrv2_pytorch/src/nn/backbone/torchvision_model.py | 10 | __all__ = ['TorchVisionModel'] | CODE |
| LOW | rtdetrv2_pytorch/src/optim/ema.py | 14 | __all__ = ['ModelEMA'] | CODE |
| LOW | rtdetrv2_pytorch/src/optim/amp.py | 10 | __all__ = ['GradScaler'] | CODE |
| LOW | rtdetrv2_pytorch/src/optim/optim.py | 11 | __all__ = ['AdamW', 'SGD', 'Adam', 'MultiStepLR', 'CosineAnnealingLR', 'OneCycleLR', 'LambdaLR'] | CODE |
| LOW | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetr.py | 15 | __all__ = ['RTDETR', ] | CODE |
| LOW | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetr_decoder.py | 21 | __all__ = ['RTDETRTransformer'] | CODE |
| LOW | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetrv2_decoder.py | 21 | __all__ = ['RTDETRTransformerv2'] | CODE |
| LOW | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetr_postprocessor.py | 13 | __all__ = ['RTDETRPostProcessor'] | CODE |
| LOW | rtdetrv2_pytorch/src/zoo/rtdetr/hybrid_encoder.py | 16 | __all__ = ['HybridEncoder'] | CODE |
| LOW | rtdetrv2_pytorch/src/data/__init__.py | 13 | # def set_epoch(self, epoch) -> None: | COMMENT |
| LOW | rtdetrv2_pytorch/src/data/dataloader.py | 20 | __all__ = [ | CODE |
| LOW | rtdetrv2_pytorch/src/data/dataset/coco_dataset.py | 19 | __all__ = ['CocoDetection'] | CODE |
| LOW | rtdetrv2_pytorch/src/data/dataset/_dataset.py | 17 | def set_epoch(self, epoch) -> None: | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/keypoint_metrics.py | 27 | __all__ = ['KeyPointTopDownCOCOEval', 'KeyPointTopDownMPIIEval'] | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/metrics.py | 37 | __all__ = [ | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/mcmot_metrics.py | 42 | __all__ = ['MCMOTEvaluator', 'MCMOTMetric'] | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/munkres.py | 20 | __all__ = ['Munkres', 'make_cost_matrix'] | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/mot_metrics.py | 43 | __all__ = ['MOTEvaluator', 'MOTMetric', 'JDEDetMetric', 'KITTIMOTMetric'] | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/map_utils.py | 28 | __all__ = [ | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/widerface_utils.py | 29 | __all__ = ['face_eval_run', 'lmk2out'] | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/pose3d_metrics.py | 24 | __all__ = ['Pose3DEval'] | CODE |
| LOW | rtdetr_paddle/ppdet/core/workspace.py | 34 | __all__ = [ | CODE |
| LOW | rtdetr_paddle/ppdet/core/config/yaml_helpers.py | 21 | __all__ = ['serializable', 'Callable'] | CODE |
| LOW⚡ | rtdetr_paddle/ppdet/core/config/schema.py | 39 | __all__ = ['SchemaValue', 'SchemaDict', 'SharedConfig', 'extract_schema'] | CODE |
| LOW | rtdetr_paddle/ppdet/optimizer/ema.py | 26 | __all__ = ['ModelEMA', 'SimpleModelEMA'] | CODE |
| LOW | rtdetr_paddle/ppdet/optimizer/optimizer.py | 30 | __all__ = ['LearningRate', 'OptimizerBuilder'] | CODE |
| LOW | rtdetr_paddle/ppdet/utils/voc_utils.py | 24 | __all__ = ['create_list'] | CODE |
| LOW | rtdetr_paddle/ppdet/utils/check.py | 28 | __all__ = [ | CODE |
| LOW | rtdetr_paddle/ppdet/utils/download.py | 41 | __all__ = [ | CODE |
| LOW | rtdetr_paddle/ppdet/utils/logger.py | 21 | __all__ = ['setup_logger'] | CODE |
| LOW | rtdetr_paddle/ppdet/utils/fuse_utils.py | 19 | __all__ = ['fuse_conv_bn'] | CODE |
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| LOW | rtdetr_pytorch/src/zoo/rtdetr/hybrid_encoder.py | 184 | CODE | |
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| LOW | …rv2_pytorch/src/nn/postprocessor/detr_postprocessor.py | 18 | CODE | |
| LOW | rtdetrv2_pytorch/src/nn/backbone/test_resnet.py | 34 | CODE | |
| LOW | rtdetrv2_pytorch/src/nn/backbone/test_resnet.py | 70 | CODE | |
| LOW | rtdetrv2_pytorch/src/nn/backbone/presnet.py | 84 | CODE | |
| LOW | rtdetrv2_pytorch/src/nn/backbone/presnet.py | 129 | CODE | |
| LOW | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetr_decoder.py | 142 | CODE | |
| LOW | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetr_decoder.py | 284 | CODE | |
| LOW | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetrv2_decoder.py | 160 | CODE | |
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| LOW | rtdetr_paddle/ppdet/metrics/metrics.py | 223 | CODE | |
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| LOW | rtdetr_paddle/ppdet/metrics/pose3d_metrics.py | 136 | CODE | |
| LOW | rtdetr_paddle/ppdet/utils/cam_utils.py | 200 | CODE | |
| LOW | rtdetr_paddle/ppdet/modeling/ops.py | 340 | CODE | |
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| LOW | rtdetr_paddle/ppdet/modeling/post_process.py | 30 | CODE | |
| LOW | rtdetr_paddle/ppdet/modeling/losses/detr_loss.py | 35 | CODE | |
| LOW | rtdetr_paddle/ppdet/modeling/losses/detr_loss.py | 439 | CODE | |
| LOW | rtdetr_paddle/ppdet/modeling/architectures/meta_arch.py | 117 | CODE | |
| LOW | rtdetr_paddle/ppdet/modeling/heads/detr_head.py | 190 | CODE | |
| LOW | …ddle/ppdet/modeling/transformers/rtdetr_transformer.py | 85 | CODE | |
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| LOW | …ddle/ppdet/modeling/transformers/rtdetr_transformer.py | 237 | CODE | |
| LOW | …paddle/ppdet/modeling/transformers/detr_transformer.py | 234 | CODE | |
| LOW | …addle/ppdet/modeling/transformers/position_encoding.py | 32 | CODE | |
| LOW | …paddle/ppdet/modeling/transformers/dino_transformer.py | 46 | CODE | |
| LOW | …paddle/ppdet/modeling/transformers/dino_transformer.py | 186 | CODE | |
| LOW | …r_paddle/ppdet/modeling/transformers/hybrid_encoder.py | 119 | CODE | |
| LOW | …/ppdet/modeling/transformers/deformable_transformer.py | 158 | CODE | |
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| LOW | …_paddle/ppdet/modeling/backbones/vision_transformer.py | 160 | CODE | |
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| LOW | …r_paddle/ppdet/modeling/backbones/transformer_utils.py | 41 | CODE | |
| LOW | rtdetr_paddle/ppdet/modeling/backbones/cspresnet.py | 234 | CODE | |
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| LOW | rtdetr_pytorch/src/solver/det_solver.py | 19 | CODE | |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/rtdetr_criterion.py | 228 | CODE | |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/utils.py | 67 | CODE | |
| LOW | rtdetr_pytorch/src/data/transforms.py | 39 | CODE | |
| LOW | rtdetrv2_pytorch/src/core/yaml_utils.py | 93 | CODE | |
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| LOW | rtdetrv2_pytorch/src/nn/backbone/common.py | 62 | CODE | |
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| LOW | rtdetrv2_pytorch/src/solver/det_solver.py | 18 | CODE | |
| LOW | rtdetrv2_pytorch/src/zoo/rtdetr/rtdetr_criterion.py | 175 | CODE | |
| LOW | rtdetrv2_pytorch/src/zoo/rtdetr/utils.py | 137 | CODE | |
| LOW | rtdetrv2_pytorch/src/data/transforms/container.py | 19 | CODE | |
| LOW | rtdetr_paddle/ppdet/metrics/keypoint_metrics.py | 143 | CODE | |
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| LOW | rtdetr_paddle/ppdet/optimizer/ema.py | 141 | CODE | |
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| LOW | rtdetr_paddle/ppdet/utils/voc_utils.py | 56 | CODE | |
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| LOW | rtdetr_paddle/ppdet/utils/cam_utils.py | 137 | CODE | |
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| LOW | rtdetr_paddle/ppdet/utils/profiler.py | 60 | CODE | |
| LOW | rtdetr_paddle/ppdet/utils/visualizer.py | 140 | CODE | |
| LOW | rtdetr_paddle/ppdet/modeling/keypoint_utils.py | 346 | CODE | |
| LOW | rtdetr_paddle/ppdet/modeling/initializer.py | 202 | CODE | |
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| LOW | rtdetr_paddle/ppdet/modeling/losses/gfocal_loss.py | 186 | CODE | |
| LOW | rtdetr_paddle/ppdet/modeling/losses/varifocal_loss.py | 114 | CODE | |
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| LOW | rtdetr_paddle/ppdet/data/shm_utils.py | 47 | CODE | |
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| LOW | rtdetr_paddle/ppdet/data/source/coco.py | 85 | CODE | |
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| LOW | rtdetr_pytorch/src/misc/logger.py | 37 | def synchronize_between_processes(self): | CODE |
| LOW | rtdetr_pytorch/src/misc/logger.py | 179 | def synchronize_between_processes(self): | CODE |
| LOW | rtdetr_pytorch/src/misc/dist.py | 66 | def is_dist_available_and_initialized(): | CODE |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/denoising.py | 11 | def get_contrastive_denoising_training_group(targets, | CODE |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/utils.py | 15 | def deformable_attention_core_func(value, value_spatial_shapes, sampling_locations, attention_weights): | CODE |
| LOW | rtdetr_pytorch/src/zoo/rtdetr/hybrid_encoder.py | 62 | def get_equivalent_kernel_bias(self): | CODE |
| LOW | rtdetr_pytorch/src/data/functional.py | 99 | def get_size_with_aspect_ratio(image_size, size, max_size=None): | CODE |
| LOW | rtdetr_pytorch/src/data/coco/coco_dataset.py | 67 | def convert_coco_poly_to_mask(segmentations, height, width): | CODE |
| LOW | rtdetr_pytorch/src/data/coco/coco_eval.py | 58 | def synchronize_between_processes(self): | CODE |
| LOW | rtdetr_pytorch/src/data/coco/coco_eval.py | 82 | def prepare_for_coco_detection(self, predictions): | CODE |
| LOW | rtdetr_pytorch/src/data/coco/coco_eval.py | 106 | def prepare_for_coco_segmentation(self, predictions): | CODE |
| LOW | rtdetr_pytorch/src/data/coco/coco_eval.py | 141 | def prepare_for_coco_keypoint(self, predictions): | CODE |
| LOW | rtdetr_pytorch/src/data/coco/coco_utils.py | 10 | def convert_coco_poly_to_mask(segmentations, height, width): | CODE |
| LOW | rtdetr_pytorch/src/data/coco/coco_utils.py | 82 | def _coco_remove_images_without_annotations(dataset, cat_list=None): | CODE |
| LOW | rtdetr_pytorch/src/data/coco/coco_utils.py | 173 | def get_coco_api_from_dataset(dataset): | CODE |
| LOW | rtdetrv2_pytorch/src/misc/box_ops.py | 37 | def elementwise_generalized_box_iou(boxes1: Tensor, boxes2: Tensor) -> Tensor: | CODE |
| LOW | rtdetrv2_pytorch/src/misc/logger.py | 37 | def synchronize_between_processes(self): | CODE |
| LOW | rtdetrv2_pytorch/src/misc/logger.py | 179 | def synchronize_between_processes(self): | CODE |
| LOW | rtdetrv2_pytorch/src/misc/dist_utils.py | 86 | def is_dist_available_and_initialized(): | CODE |
| LOW | rtdetrv2_pytorch/src/nn/backbone/csp_resnet.py | 75 | def get_equivalent_kernel_bias(self): | CODE |
| LOW | rtdetrv2_pytorch/src/zoo/rtdetr/denoising.py | 11 | def get_contrastive_denoising_training_group(targets, | CODE |
| LOW | rtdetrv2_pytorch/src/zoo/rtdetr/utils.py | 23 | def deformable_attention_core_func(value, value_spatial_shapes, sampling_locations, attention_weights): | CODE |
| LOW | rtdetrv2_pytorch/src/zoo/rtdetr/hybrid_encoder.py | 62 | def get_equivalent_kernel_bias(self): | CODE |
| LOW | rtdetrv2_pytorch/src/data/dataset/coco_dataset.py | 90 | def convert_coco_poly_to_mask(segmentations, height, width): | CODE |
| LOW | rtdetrv2_pytorch/src/data/dataset/coco_utils.py | 15 | def convert_coco_poly_to_mask(segmentations, height, width): | CODE |
| LOW | rtdetrv2_pytorch/src/data/dataset/coco_utils.py | 87 | def _coco_remove_images_without_annotations(dataset, cat_list=None): | CODE |
| LOW | rtdetrv2_pytorch/src/data/dataset/coco_utils.py | 183 | def get_coco_api_from_dataset(dataset): | CODE |
| LOW | rtdetrv2_pytorch/src/data/transforms/functional.py | 99 | def get_size_with_aspect_ratio(image_size, size, max_size=None): | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/keypoint_metrics.py | 93 | def _write_coco_keypoint_results(self, keypoints): | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/keypoint_metrics.py | 118 | def _coco_keypoint_results_one_category_kernel(self, data_pack): | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/keypoint_metrics.py | 272 | def _mpii_keypoint_results_save(self): | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/pose3d_metrics.py | 44 | def mean_per_joint_position_error(pred, gt, has_3d_joints): | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/pose3d_metrics.py | 61 | def compute_similarity_transform(S1, S2): | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/pose3d_metrics.py | 111 | def compute_similarity_transform_batch(S1, S2): | CODE |
| LOW | rtdetr_paddle/ppdet/core/config/yaml_helpers.py | 24 | def represent_dictionary_order(self, dict_data): | CODE |
| LOW | rtdetr_paddle/ppdet/optimizer/utils.py | 24 | def get_bn_running_state_names(model: nn.Layer) -> List[str]: | CODE |
| LOW | rtdetr_paddle/ppdet/utils/fuse_utils.py | 44 | def find_parent_layer_and_sub_name(model, name): | CODE |
| LOW | rtdetr_paddle/ppdet/modeling/ops.py | 1074 | def sigmoid_cross_entropy_with_logits(input, | STRING |
| LOW | rtdetr_paddle/ppdet/modeling/initializer.py | 127 | def _calculate_fan_in_and_fan_out(tensor, reverse=False): | CODE |
| LOW | rtdetr_paddle/ppdet/modeling/initializer.py | 294 | def reset_initialized_parameter(model, include_self=True): | CODE |
| LOW | rtdetr_paddle/ppdet/modeling/cls_utils.py | 16 | def _get_class_default_kwargs(cls, *args, **kwargs): | CODE |
| LOW | rtdetr_paddle/ppdet/modeling/losses/detr_loss.py | 553 | def _get_point_coords_by_uncertainty(self, masks): | STRING |
| LOW | rtdetr_paddle/ppdet/modeling/architectures/meta_arch.py | 85 | def merge_multi_scale_predictions(self, outs): | CODE |
| LOW | rtdetr_paddle/ppdet/modeling/heads/detr_head.py | 232 | def get_gt_mask_from_polygons(gt_poly, pad_mask): | CODE |
| LOW | …paddle/ppdet/modeling/transformers/dino_transformer.py | 450 | def _get_encoder_output_anchors(self, | CODE |
| LOW | rtdetr_paddle/ppdet/modeling/transformers/utils.py | 107 | def deformable_attention_core_func(value, value_spatial_shapes, | CODE |
| LOW | rtdetr_paddle/ppdet/modeling/transformers/utils.py | 161 | def get_denoising_training_group(targets, | CODE |
| LOW | rtdetr_paddle/ppdet/modeling/transformers/utils.py | 254 | def get_contrastive_denoising_training_group(targets, | CODE |
| LOW | rtdetr_paddle/ppdet/modeling/transformers/utils.py | 442 | def varifocal_loss_with_logits(pred_logits, | CODE |
| LOW | …ling/transformers/ext_op/test_ms_deformable_attn_op.py | 73 | def check_forward_equal_with_paddle_float(): | CODE |
| LOW | …_paddle/ppdet/modeling/backbones/vision_transformer.py | 293 | def get_sinusoid_encoding_table(n_position, d_hid, token=False): | CODE |
| LOW | rtdetr_paddle/ppdet/modeling/backbones/cspresnet.py | 113 | def get_equivalent_kernel_bias(self): | CODE |
| LOW | rtdetr_paddle/ppdet/modeling/backbones/mobileone.py | 182 | def get_equivalent_kernel_bias(self): | CODE |
| LOW | rtdetr_paddle/ppdet/data/source/dataset.py | 104 | def check_or_download_dataset(self): | CODE |
| LOW | rtdetr_paddle/ppdet/data/source/dataset.py | 167 | def check_or_download_dataset(self): | CODE |
| LOW | rtdetr_paddle/ppdet/data/transform/op_helper.py | 148 | def generate_sample_bbox_square(sampler, image_width, image_height): | CODE |
| LOW | rtdetr_paddle/ppdet/data/transform/op_helper.py | 296 | def satisfy_sample_constraint(sampler, | CODE |
| LOW | rtdetr_paddle/ppdet/data/transform/op_helper.py | 326 | def satisfy_sample_constraint_coverage(sampler, sample_bbox, gt_bboxes): | CODE |
| LOW | rtdetr_paddle/ppdet/data/transform/operators.py | 1617 | def _crop_box_with_center_constraint(self, box, crop): | CODE |
| LOW | rtdetr_paddle/ppdet/data/transform/operators.py | 2703 | def get_size_with_aspect_ratio(self, image_shape, size, max_size=None): | CODE |
| 1 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | rtdetr_paddle/ppdet/metrics/keypoint_metrics.py | 108 | except Exception: | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/mcmot_metrics.py | 311 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/mot_metrics.py | 129 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/map_utils.py | 49 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/map_utils.py | 267 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/metrics/coco_utils.py | 123 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/core/config/yaml_helpers.py | 42 | except Exception as ex: | CODE |
| MEDIUM | rtdetr_paddle/ppdet/core/config/yaml_helpers.py | 43 | print("Error when construct {} instance from yaml config". | CODE |
| LOW | rtdetr_paddle/ppdet/core/config/yaml_helpers.py | 113 | except Exception: | CODE |
| LOW⚡ | rtdetr_paddle/ppdet/core/config/schema.py | 25 | except Exception: | CODE |
| LOW⚡ | rtdetr_paddle/ppdet/core/config/schema.py | 33 | except Exception: | CODE |
| LOW | rtdetr_paddle/ppdet/core/config/schema.py | 131 | except Exception: | CODE |
| LOW | rtdetr_paddle/ppdet/core/config/schema.py | 205 | except Exception: | CODE |
| LOW | rtdetr_paddle/ppdet/utils/check.py | 49 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/utils/check.py | 69 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/utils/check.py | 88 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/utils/check.py | 107 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/utils/check.py | 150 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/utils/visualizer.py | 240 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/utils/visualizer.py | 342 | except Exception as e: | CODE |
| MEDIUM | rtdetr_paddle/ppdet/utils/visualizer.py | 229 | def draw_pose(image, | CODE |
| MEDIUM | rtdetr_paddle/ppdet/utils/visualizer.py | 332 | def draw_pose3d(image, | CODE |
| LOW | …ling/transformers/ext_op/test_ms_deformable_attn_op.py | 41 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/data/reader.py | 60 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/data/reader.py | 79 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/data/source/coco.py | 19 | except Exception: | CODE |
| LOW | rtdetr_paddle/ppdet/data/source/coco.py | 310 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/data/source/dataset.py | 20 | except Exception: | CODE |
| LOW | rtdetr_paddle/ppdet/data/source/dataset.py | 227 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/data/transform/batch_operators.py | 23 | except Exception: | CODE |
| LOW | rtdetr_paddle/ppdet/data/transform/operators.py | 25 | except Exception: | CODE |
| LOW | rtdetr_paddle/ppdet/data/transform/operators.py | 229 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/engine/export_utils.py | 210 | except Exception: | CODE |
| LOW | rtdetr_paddle/ppdet/engine/callbacks.py | 266 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/ppdet/engine/callbacks.py | 320 | except Exception as e: | CODE |
| LOW | rtdetr_paddle/tools/slice_image.py | 23 | except Exception as e: | CODE |
| MEDIUM | rtdetr_paddle/tools/slice_image.py | 19 | def slice_data(image_dir, dataset_json_path, output_dir, slice_size, | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | rtdetr_paddle/ppdet/modeling/ops.py | 120 | **Anchor generator operator** Generate anchors for Faster RCNN algorithm. Each position of the input produc | STRING |
| HIGH | rtdetr_paddle/ppdet/modeling/ops.py | 218 | **This op only takes LoDTensor as input.** In Feature Pyramid Networks (FPN) models, it is needed to dist | STRING |
| HIGH | rtdetr_paddle/ppdet/modeling/ops.py | 352 | This op generates prior boxes for SSD(Single Shot MultiBox Detector) algorithm. Each position of the input pro | STRING |
| HIGH | rtdetr_paddle/ppdet/modeling/ops.py | 494 | This operator is to do multi-class non maximum suppression (NMS) on boxes and scores. In the NMS step, this | STRING |
| HIGH | rtdetr_paddle/ppdet/modeling/ops.py | 649 | **Matrix NMS** This operator does matrix non maximum suppression (NMS). First selects a subset of candidate | STRING |
| HIGH | rtdetr_paddle/ppdet/modeling/ops.py | 780 | **Box Coder Layer** Encode/Decode the target bounding box with the priorbox information. The Encoding | STRING |
| HIGH | rtdetr_paddle/ppdet/modeling/ops.py | 940 | **Generate proposal Faster-RCNN** This operation proposes RoIs according to each box with their probability | STRING |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | rtdetr_paddle/ppdet/utils/check.py | 49 | except Exception as e: | CODE |
| HIGH | rtdetr_paddle/ppdet/utils/check.py | 69 | except Exception as e: | CODE |
| HIGH | rtdetr_paddle/ppdet/utils/check.py | 88 | except Exception as e: | CODE |
| HIGH | rtdetr_paddle/ppdet/utils/check.py | 107 | except Exception as e: | CODE |
| HIGH | rtdetr_paddle/ppdet/utils/check.py | 150 | except Exception as e: | CODE |
| HIGH | rtdetr_paddle/ppdet/engine/export_utils.py | 210 | except Exception: | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | rtdetrv2_pytorch/references/deploy/rtdetrv2_tensorrt.py | 16 | # ============================================================================== | COMMENT |
| MEDIUM | rtdetrv2_pytorch/references/deploy/rtdetrv2_tensorrt.py | 20 | # ============================================================================== | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | rtdetrv2_pytorch/tools/onnx2trt.sh | 9 | # Check if an input file is provided. | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | rtdetr_paddle/ppdet/data/transform/operators.py | 1481 | # threshold and attempt to find a valid crop, and simply return the | COMMENT |