This repository was archived by the owner on Nov 21, 2023. It is now read-only.
This repository was archived by the owner on Nov 21, 2023. It is now read-only.
Project dependencies may have API risk issues #1031
Open
Description
Hi, In Detectron, inappropriate dependency versioning constraints can cause risks.
Below are the dependencies and version constraints that the project is using
numpy>=1.13
pyyaml==3.12
matplotlib*
opencv-python>=3.2
setuptools*
Cython*
mock*
scipy*
six*
future*
protobuf*
The version constraint == will introduce the risk of dependency conflicts because the scope of dependencies is too strict.
The version constraint No Upper Bound and * will introduce the risk of the missing API Error because the latest version of the dependencies may remove some APIs.
After further analysis, in this project,
The version constraint of dependency future can be changed to ==0.3.0.
The version constraint of dependency future can be changed to >=0.12.0,<=0.18.2.
The above modification suggestions can reduce the dependency conflicts as much as possible,
and introduce the latest version as much as possible without calling Error in the projects.
The invocation of the current project includes all the following methods.
The calling methods from the future
urllib.request.urlopen
The calling methods from the all methods
inputs.items caffenet_weights.ParseFromString core_config.merge_cfg_from_cfg A.W.H._labels.reshape.transpose re.match get_min_max_levels model.BilinearInterpolation metrics.keys valid_segms.append type round self.net.NextName add_residual_block model.mask_net.Proto core.InjectDeviceCopiesAmongNets np.logical_and W.H._bbox_targets.reshape.transpose FieldOfAnchors _coco_segms_results_one_category reversed new_net.Proto.external_input.extend response.info threading.Event FPN.add_fpn_rpn_losses _bbox_inside_weights.reshape w.start model.AddGradientOperators losses.append AttributeError np.transpose convert_coco_blobs_to_cityscape_blobs coco_blob.reshape anchor_by_gt_overlap.argmax log_json_stats get_nvidia_smi_output self.COCO.getImgIds logging.basicConfig core.DeviceOption _use_voc_evaluator model.TrainableParams remove_momentum self._SetNewLr CudaDevice rois_idx_order.np.argsort.astype gauss_fill mask_rcnn_fcn_head_v1upXconvs blob_utils.im_list_to_blob core.Net time.sleep sys.stdout.flush np.where plt.figure box_to_gt_ind_map.astype model.net.SelectSmoothL1Loss all_anchors.reshape e.copy ops_ref.extend self._add_proposals_from_file model.GenerateProposals _DATASETS.keys self.SpatialGN ex_gt_overlaps.argmax normalize_resnet_name input_blobs.items enumerate core.NameScope training_stats.UpdateIterStats np.append vis_utils.convert_from_cls_format hash_obj.hexdigest self.values add_single_scale_rpn_outputs np.spacing im_info.astype keypoint_utils.keypoints_to_heatmap_labels blobs.append lvl.str.k.blobs.append roi_data_minibatch.get_minibatch_blob_names os.makedirs unscoped_param_name.find head_loss_gradients.values _create_tensor ord cache_cfg_urls npr.choice workspace.GlobalInit mask_rcnn_heads.add_mask_rcnn_losses segm_utils.polys_to_boxes _t.toc self.Conv kwargs.OpFilter.check h5py.File k.roi_map_probs.max response.read keypoint_rcnn_heads.add_keypoint_outputs mask_rcnn_roi_data.add_mask_rcnn_blobs _write_coco_keypoint_results_file caffe_pb2.NetParameter _scale_enum self.GetStats c.reshape np.amax _remove_layers A.W.H._bbox_inside_weights.reshape.transpose op.device_option.CopyFrom model.ConvGN envu.get_py_bin_ext flipped_roidb.append convert_func.cs.getattr x _export_to_logfiledb cfg_to_load.replace json_dataset_evaluator.evaluate_boxes coordinated_get mask.sum remove_spatial_bn_layers AttrDict argparse.ArgumentParser _empty_box_results model.AddLosses task_evaluation.evaluate_all model.RoIFeatureTransform _key_is_renamed get_minibatch timers.items model.net.Name fuse_first_affine labels.fill is_valid self.ConvTranspose envu.yaml_load workspace.ResetWorkspace caffemodel_file_name.open.read stats.items model.WeightedSum model.param_init_net.ConstantFill blobs.update workspace.RunNet k.blobs.append init_net.Proto plt.close top_segms_out.append spatial_scales.insert _check_and_coerce_cfg_value_type proposal_to_gt_overlaps.argmax np.column_stack self.train.CollectAndDistributeFpnRpnProposalsOp.forward.self.net.Python join smtplib.SMTP threading.local np.isnan k.endswith get_bounds combined_roidb_for_training np.ones build_generic_detection_model np.meshgrid configure_bbox_reg_weights self.coordinator.wait_for_stop check_blobs.keys c2_utils.GpuNameScope _coco_eval_to_box_results i.rpn_blobs.items c2_utils.CudaScope open im_list_to_blob log_subprocess_output self.net.GenerateProposals _get_rpn_blobs mutils.compare_model subprocess.check_output generate_anchors _get_voc_results_file_template TrainingStats merge_cfg_from_cfg heatmaps.copy lr_policy.get_lr_at_iter segm_utils.polys_to_mask_wrt_box c2_utils.import_detectron_ops model_dict.keys score.format.lstrip convert_gen_proposals compute_bbox_regression_targets range output_idx.outputs.reshape compute_oks ious.max model.net.SigmoidCrossEntropyLoss rois_idx_restore.astype np.sqrt self.net.Python sio.loadmat model.net.MomentumSGDUpdate _key_is_deprecated _sort_proposals copyfile pprint.pformat cmap fig.savefig cs.instances2dict_with_polygons img_name.replace.strip GenerateProposalLabelsOp model_builder.create bbox_deltas.transpose.reshape op.name.startswith logger.warn self._event.is_set net.op.extend fuse_func dataset_catalog.get_ann_fn line.rstrip.decode next self._add_gt_annotations K.shifts.reshape.transpose kwargs.get shutil.copy box_utils.filter_small_boxes deque JsonDataset evaluate_proposal_file print download_url overlaps.max json_dataset_evaluator.evaluate_box_proposals np.asarray cv2.putText _save_models model.net.SoftmaxFocalLoss main _roi_bbox_targets.astype field_of_anchors.astype rfcn_heads.add_rfcn_outputs self._get_gt_keypoints workspace.FeedBlob convert_from_cls_format np.floor blob.transpose _coco_bbox_results_one_category cache_url box_utils.xywh_to_xyxy pickle_weights np.hstack np.log np.random.choice rpn_roi_data.add_rpn_blobs fast_rcnn_heads.add_fast_rcnn_losses c2_utils.BlobReferenceList subprocess.call caffe2_pb2.NetDef np.random.randn reset_names boxes.copy keypoints.index c2_utils.CudaDevice rpn_blobs.items i.classes.rjust parse_args self.create_blobs_queues keypoint_rcnn_roi_data.finalize_keypoint_minibatch add_tensor get_anchors v.immutable gt_boxes.astype convert_coco_blob_to_cityscapes_blob f.read net_drawer.GetPydotGraphMinimal blob_out.init cfg.RESNETS.STEM_FUNC.globals convert_op_in_proto np.ascontiguousarray bbox_overlaps self.should_stop fig.set_size_inches self.coordinator.request_stop c2_utils.UnscopeName nu.print_net plt.get_cmap json_dataset.name.find blobs.copy caffenet.layer.pop p.stdout.close os.path.join inputs.append cs_blob.reshape model.net.Reshape valid.astype extend_with_flipped_entries d.BB.astype conv_body_func recalls.mean.mean response.info.getheader.strip bboxs_util.xyxy_to_xywh ResNet.add_stage caffe_pb2.BlobProto op.input.isdigit Timer pickle.loads wraps bl_out_list.append model.net.SampleAs np.average scores.argsort json_dataset.COCO.getImgIds defaultdict add_conv_body_func box_utils.bbox_transform_inv info.decode str np.mean net.BlobIsDefined get_output_dir cell_anchors.reshape parser.add_argument box_utils.nms v.astype _filter_boxes mime.as_string rois.rois_idx_restore.rois_stacked.all logger.warning get_minibatch_blob_names get_retinanet_bias_init model_engine.initialize_model_from_cfg self.Dropout CudaScope MIMEText weights.reshape keypoint_utils.flip_keypoints _flip_poly np.arange hasattr Extension self.create_enqueue_blobs check_blobs.values bg_inds.sampled_boxes.reshape workspace.CreateBlob training_stats.ResetIterTimer sys.exit model.net.GroupSpatialSoftmax func_name.split filter_for_training detectron.utils.train.train_model vis_keypoints any COCOeval evaluate_boxes _empty_box_proposal_results utils.Caffe2TensorToNumpyArray processed_ims.append roi_data_loader.get_next_minibatch nu.broadcast_parameters blob_utils.serialize _whctrs _write_coco_segms_results_file coco_eval.evaluate keypoint_flip_map.items np.testing.assert_array_almost_equal proposal_to_gt_overlaps.max inds.sum COCO segms_util.polys_to_boxes convert_net pretrained_weights.protos.extend gt_inds.rois.astype _sort_results prototxt_file_name.open.read logger.info self.deque.append ret.fill CollectAndDistributeFpnRpnProposalsOp GenerateProposalLabelsOp.forward.self.net.Python gt_overlaps.max self._shuffle_roidb_inds os.path.split rpn_roi_data.get_rpn_blob_names model1_func box_utils.unique_boxes BlobReferenceList workspace.FetchBlobs voc_dataset_evaluator.evaluate_boxes self.COCO.loadCats url.startswith polygons_norm.append new_net.Proto.external_output.extend _add_multilevel_rois sampled_labels.astype sys.stdout.write single_gpu_build_func run_inference c2_utils.import_contrib_ops fid_txt.write do_reval self.net.Conv t.float_data.extend test_timer.tic vis _merge_a_into_b subprocess_stdout.close cityscapes_eval.main response.info.get.strip npr.randint ret_net.Proto self.train.spatial_scale.anchors.GenerateProposalsOp.forward.self.net.Python colormap _do_broadcast const_fill method.self.net.__getattr__ model.roi_data_loader.has_stopped add_stage np.uint8.obj.pickle.dumps.np.fromstring.astype self._CorrectMomentum voc_info workspace.Blobs scores_to_probs logging.getLogger.setLevel model2_func format img_name.replace dataset.name.find all load_and_convert_caffe_model os.getcwd removed_tensors.append keep.append self.series.append add_roi_mask_head_func _coco_kp_results_one_category fpn.add_multilevel_roi_blobs fast_rcnn_heads.add_fast_rcnn_outputs retinanet_roi_data.get_retinanet_blob_names get_group_gn retinanet_roi_data.add_retinanet_blobs loader_loop cfg.immutable uuid4 blobs.clear self.smoothed_mb_qsize.GetMedianValue results.keys task_evaluation.log_box_proposal_results detpath.format initialize_gpu_from_weights_file OrderedDict pickle.dumps np.zeros_like envu.import_nccl_ops box_utils.clip_boxes_to_image Coordinator get_keypoints isinstance layer.blobs.extend a.items test_timer.toc R.x.x.np.array.astype self.get_next_minibatch zip os.remove self.net.Concat osp.join _do_segmentation_eval arr.astype FPN.add_fpn_rpn_outputs box_utils.clip_tiled_boxes np.cumsum t.gt_overlaps.sum add_bbox_regression_targets np.array _save_image_graphs box_utils.bbox_transform model.FC create_input_blobs_for_net self.__dict__.values task_evaluation.log_copy_paste_friendly_results boxes.boxes.all self.smoothed_mb_qsize.AddValue logging.getLogger set flipped_segms.append iteritems caffenet_weights.layer.pop data_set.split coco_blob.mean NotImplementedError uuid.uuid4 net.external_input.extend model.GetLossScale model.ConvTranspose queue.put c2_utils.CpuScope json_dataset.add_proposals chr add_bbox_ops flip_map.items model.net.UpsampleNearest _mkanchors bias.astype _t.tic os.rename p.str.find weights.gt_rois.ex_rois.box_utils.bbox_transform_inv.astype threading.Thread convert_coco_stuff_mat ann.segms_util.polys_to_boxes.bboxs_util.xyxy_to_xywh.tolist reset_blob_names _ornone caffe2_pb2.TensorProto os.listdir plt.autoscale x.strip test_engine.initialize_model_from_cfg _expand_to_class_specific_mask_targets name_compat.get_new_name vis_utils.vis_one_image cv2.addWeighted kp.keypoints.astype c2_py_utils.GetGPUMemoryUsageStats super generalized_rcnn _add_class_assignments self._init_keypoints broadcast_parameters self.iter_timer.reset blob_utils.get_loss_gradients score_inputs.blob.blob.data.np.concatenate.squeeze scoped_name.startswith func np.random.permutation envu.get_runtime_dir results.extend add_single_scale_rpn_losses np.nonzero im.astype dataset_catalog.contains self.COCO.loadImgs os.walk blobs.astype rpn_engine.im_proposals np.concatenate logger.setLevel np.array_split os.path.abspath evaluate_masks self.gn_params.append coordinated_put outputs.append _use_json_dataset_evaluator importlib.import_module min run_model_pb src_blobs.keys envu.get_detectron_ops_lib add_fpn entry.extend parser.parse_args all_dets.astype self._minibatch_queue.full full_key.split self.AffineChannel os.path.exists _get_lr_change_ratio predictor_exporter.save_to_db self._perm.rotate blobs.items dataset.get_roidb i.retinanet_blobs.items _write_voc_results_files k.roi_map.argmax annopath.format shlex_quote workspace.RunOperatorOnce os.path.splitext fid.write model.param_init_net.Proto net_drawer.GetPydotGraph graph.write_png f.fileno inds.max inds.scores.squeeze data_utils.get_field_of_anchors k.find _sample_rois np.sum FpnLevelInfo logger.error multi_gpu_generate_rpn_on_dataset cython_nms.soft_nms queue.get blob_utils.zeros hash_obj.update workspace.RunNetOnce coco_blob.std line.rstrip response.info.getheader key.blobs.append training_stats.LogIterStats src_name.src_blobs.astype _labels.reshape box_utils.bbox_overlaps A.W.H._bbox_outside_weights.reshape.transpose keypoint_rcnn_heads.add_keypoint_losses categories.append KeyError op_filter send_email _add_roi_keypoint_head hashlib.md5 vis_mask np.histogram valid_objs.append os.path.dirname w.join foas.append get_func recalls.mean k.ljust json.dumps outputs.reshape cuda_visible_devices.split mask.copy model.net.DequeueBlobs model.roi_data_loader.register_sigint_handler scores.transpose sorted possibly_scoped_name.rfind input_name.isdigit model.net.Clone self.DetectionModelHelper.super.__init__ self.close_blobs_queues putils.MakeArgument url_md5sum.urllib.request.urlopen.read np.logical_not cv2.findContours add_roi_box_head_func P_temp.mean model_dict.items add_shortcut w.setDaemon convert_collect_and_distribute _coco_eval_to_keypoint_results voc_ap core_config.load_cfg w.h._labels.astype fpn_level_info_func ds.get_roidb _distribute_rois_over_fpn_levels gradients.append entry.toarray v.GetMedianValue f.write cv2.line net.Proto.op.extend mask_util.frPyObjects scores.squeeze ax.imshow model_engine.im_detect_all self.create_threads _expand_bbox_targets f.readlines scores.transpose.reshape boxes_from_polys.astype flipped_poly.tolist shift_x.ravel np.log2 bbox_feat_list.append mask_rcnn_heads.add_mask_rcnn_outputs core.DeviceScope x.strip.split new_external_outputs.extend workspace.GetCuDNNVersion temp.max model.net.Sum all_net.Proto np.expand_dims cfg.RESNETS.TRANS_FUNC.globals self.TrainableParams cv2.drawContours pickle.load DetectionModelHelper core.ScopedBlobReference roi_data_loader.shutdown self.reset new_net.Proto os.path.basename model_type_func.get_func all_loss_gradients.update merge_cfg_from_file np.maximum ax.add_patch model.Relu _get_reference_md5sum get_rpn_box_proposals tee max osp.exists dataset_catalog.get_im_dir name.find dataset.results.items max_overlaps.argmax _write_coco_bbox_results_file _do_python_eval model.net.SmoothL1Loss muji.OnGPU op_func_chain np.dtype GenerateProposalsOp cython_nms.nms _raise_key_rename_error _bbox_targets.reshape mutils.get_ws_blobs fast_rcnn_roi_data.get_fast_rcnn_blob_names matplotlib.use pickle.dump np.get_include time.time ious.transpose training_stats.IterTic distribute bias_blob.data.extend infer_engine.im_detect_all np.minimum initializers.Initializer boxes.append annotations.append np.sort keypoint_coords.copy ValueError np.argsort shifts.reshape shift_y.ravel.shift_x.ravel.shift_y.ravel.shift_x.ravel.np.vstack.transpose add_missing_biases add_fpn_onto_conv_body create_model subprocess.Popen _add_fast_rcnn_head np.reshape self.coordinator.should_stop assert_and_infer_cfg np.random.seed mutils.get_op_arg_valf keypoint_rcnn_roi_data.add_keypoint_rcnn_blobs rois_names.len.blobs.np.concatenate.squeeze model.Conv np.absolute memonger.share_grad_blobs np.finfo retinanet_heads.add_fpn_retinanet_outputs prep_im_for_blob setup rjust nu.save_model_to_weights_file self._minibatch_queue.qsize np.zeros self.create_param anchors.astype i.boxes.astype blob_utils.deserialize abs json_dataset.get_roidb src_name.endswith plt.Axes envu.get_custom_ops_lib add_topdown_lateral_module _build_forward_graph _get_image_blob bbox_deltas.transpose get_devkit_dir net.Proto.external_input.extend mutils.create_input_blobs_for_net box_utils.boxes_area net.DequeueBlobs url_md5sum.urllib.request.urlopen.read.strip self.get_output_names self._get_next_minibatch_inds self.debug_timer.toc locals R.astype len imgIds.sort np.unique self.shutdown os.path.isfile _coco_eval_to_mask_results re.findall dyndep.InitOpsLibrary all_net.Proto.SerializeToString logger.debug self.smoothed_losses_and_metrics.items coco_eval.accumulate sum collect _remove_proposals_not_in_roidb model.net.ConstantFill os.fsync muji.Allreduce model.keypoint_net.Proto self._prep_roidb_entry infer_engine.initialize_model_from_cfg img.astype model.roi_data_loader.shutdown load_model heats.reshape ids.append float mutils.filter_op self.iter_timer.tic _get_thr_ind cfg_to_load.readlines scale.boxes.np.round.dot metrics.values new_net.BlobIsDefined data_utils.unmap c2_utils.get_nvidia_info vis_class workspace.HasBlob cfg.is_immutable mutils.update_mobile_engines c2_utils.SuffixNet gt_overlaps.argmax self.net.Proto workspace.FetchBlob self.AttrDict.super.__init__ cv2.imread get_class_string model.Softmax _use_cityscapes_evaluator np.all np.copy net.layer.pop file_in.sio.loadmat.ravel ims.im.im.shape.np.array.max data.get logger.critical loss_gradients.update filenames.append t.dims.extend dataset.name.all_results.update cs_json_dataset_evaluator.evaluate_masks merge_cfg_from_list json_dataset_evaluator.evaluate_keypoints threading.Lock load_timer.toc ws.sum cmd.format build_generic_retinanet_model _get_file_md5sum plt.plot dataset_catalog.get_im_prefix _do_detection_eval np.vstack coco_eval.summarize box_utils.xyxy_to_xywh id_or_index self.losses_and_metrics.keys collections.namedtuple assert_cache_file_is_ok heats.astype get_step_index p.wait blobs_fpn.insert fast_rcnn_roi_data.add_fast_rcnn_blobs _compute_and_log_stats tree.findall segm_utils.is_poly model.param_to_grad.values training_stats.IterToc json_dataset.COCO.loadRes im_scales.append tmp.append model.net.Sigmoid build_generic_rfcn_model cv2.imwrite load_cfg glob.iglob imageio.imsave load_object info.strip _get_retinanet_blobs progress_hook _get_result_blobs output_name.find np.median generate_proposals_on_roidb segm_utils.flip_segms self._event.set _filter_crowd_proposals model.AveragePool net.Clone test_model _ratio_enum f k.decoded_top_masks.sum np.uint8.arr.astype.tobytes optimize_memory model.ConvShared cv2.rectangle workspace.CreateNet mask_rcnn_fcn_head_v1upXconvs_gn self._event.wait ax.axis plt.Rectangle COCOmask.iou self.model.roi_data_loader._minibatch_queue.qsize np.empty evaluate_keypoints s.sendmail model.LRN remove_layers_without_parameters overlaps.argmax net.Proto bn_tensors.extend cfg.RPN.ASPECT_RATIOS.anchor_sizes.spatial_scale.generate_anchors.generate_anchors.astype roi_data_loader.get_output_names roi_map.copy model_builder.add_inference_inputs _generate_anchors xy.append self.__dict__.update urllib.request.urlopen ws.mean GpuNameScope np.cos cythonize new_ops.extend processes.append rpn_heads.add_generic_rpn_outputs subprocess_utils.process_in_parallel boxes.astype A.W.H._bbox_targets.reshape.transpose nu.average_multi_gpu_blob fused_conv.input.append np.float32 self.smoothed_total_loss.AddValue datetime.timedelta _narrow_to_fpn_roi_levels self.COCO.loadAnns self.debug_timer.tic np.min namedtuple envu.yaml_dump u.append dataset.results.keys new_net.Proto.op.extend field_of_anchors.reshape i_boxes.astype all_blobs.append all_init_net.Proto os.environ.get all_init_net.Proto.SerializeToString salt.json_dataset._get_voc_results_file_template.format fig.add_axes _within_box model.AffineChannel cv2.getTextSize mutils.get_device_option_cuda keypoint_utils.get_keypoints self.json_category_id_to_contiguous_id.items _log_detection_eval_metrics cv2.resize model.net.SpatialNarrowAs _empty_keypoint_results np.prod max_overlaps.max get_op_arg self.net.BatchPermutation model.net.SoftmaxWithLoss model.net.SigmoidFocalLoss dataset_keypoints.index generate_anchors.generate_anchors np.round self.COCO.getCatIds self.COCO.getAnnIds RoIDataLoader hash_obj.hexdigest.encode int new_net.GetBlobRef envu.set_up_matplotlib self.net.AffineChannel np.clip _add_roi_mask_head os.mkdir _merge_proposal_boxes_into_roidb box_utils.clip_xyxy_to_image convert_op_in_ops OpFilter ET.parse SmoothedValue _flip_rle TypeError model.GenerateProposalLabels roi_data_loader.start core_config._merge_a_into_b verify_model np.argmax voc_eval Exception np.linspace self.net.__getattr__ roi_data_loader.register_sigint_handler box_list.append model.StopGradient scipy.sparse.csr_matrix coordinator.should_stop net.external_input.remove obj.find unscope_name blob_out.reshape model.Accuracy _do_matlab_eval self.smoothed_total_loss.GetMedianValue signal.signal thresh.inds.gt_overlaps.sum filename.endswith literal_eval model.ConvAffine tuple get_lr_func mask_util.encode blob_utils.prep_im_for_blob add_ResNet_roi_conv5_head_for_masks dataset.name.startswith cProfile.runctx np.random.randint model.net._net.op.extend model.net.Proto cv2.circle top_dets.copy self.do_not_update_params.append add_single_gpu_param_update_ops json_dataset_evaluator.evaluate_masks self.request_stop _roi_fg_bbox_locs.astype shift_y.ravel os.environ.copy task_evaluation.evaluate_box_proposals self.coordinator.stop_on_exception im_proposals add_model_training_inputs blob_utils.py_op_copy_blob nu.initialize_gpu_from_weights_file upsample_filt model.MaxPool json.load _do_keypoint_eval setup_model_for_training add_ResNet_convX_body mean.std.cs_shape.np.random.randn.astype getattr response.info.get np.uint8 net.Proto.external_output.extend ret_init_net.Proto model.roi_data_loader.start model_builder.add_training_inputs predictor_exporter.PredictorExportMeta np.isclose plt.setp blob_uses model.CollectAndDistributeFpnRpnProposals image_ids.sort _voc_eval_to_box_results fuse_net c2_utils.NamedCudaScope convert_model_gpu dict mutils.save_graph model.net.Mul retinanet_heads.add_fpn_retinanet_losses ex_inds.rois.astype np.exp is_poly map A.reshape convert_cityscapes_instance_only f.flush entry.items dump_proto_files self.enqueue_blobs model.Scale traceback.print_exc get_raw_dir roi_data_loader._minibatch_queue.qsize ax.text model.AddMetrics os.path.isdir check_args blobs.keys converted_ops.extend add_roi_keypoint_head_func self.iter_timer.toc roidb_utils.add_bbox_regression_targets globals mask_util.iou vis_bbox parse_rec roidb.extend np.argpartition gen_init_net core.ScopedName targets_dh.targets_dw.targets_dy.targets_dx.np.vstack.transpose frcn_blobs.items _empty_mask_results Queue.Queue json.dump np.max mutils.fuse_net_affine scores.append model.net.PSRoIPool _decode_cfg_value color_list.reshape test_engine.im_detect_all url.replace caffe2_pb2.DeviceOption run_model_cfg core.CreateOperator unscoped_param_names.keys dets.astype cv2.ocl.setUseOpenCL entry.copy output_name.startswith copy.deepcopy normalize_shape iter rle.decode weights.keys model.net.NCCLAllreduce generate_rpn_on_range caffe_translator.TranslateModel objects.append log.debug kp_connections np.array.astype _bbox_outside_weights.reshape _cs_eval_to_mask_results model.UpdateWorkspaceLr blobs_out.append v.AddValue areas.items dummy_datasets.get_coco_dataset text_format.Merge shift_y.shift_x.shift_y.shift_x.np.vstack.transpose setup_logging workspace.GetCUDAVersion bbox.find parser.print_help rois_fg.astype self.proposals_for_one_image handle_critical_error load_and_convert_coco_model load_timer.tic save_object model.net.Alias _add_allreduce_graph data_utils.compute_targets np.fromstring Polygon nu.sum_multi_gpu_blob blob_utils.get_image_blob mutils.get_device_option_cpu np.ceil filter_op blob_utils.ones pairwise inds.min outfile.write blobs.values list mask_util.decode images.append optim.build_data_parallel_model _prepare_blobs get_roidb mutils.gen_init_net_from_blobs fpn.map_rois_to_fpn_levels sum_multi_gpu_blob
@zpao
Could please help me check this issue?
May I pull a request to fix it?
Thank you very much.
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