From e9a2fe792cd943d34d4ca802f6fc5f4bcb873377 Mon Sep 17 00:00:00 2001 From: Mohamad Al Mdfaa <mohamad.almdfaa@gmail.com> Date: Tue, 5 Sep 2023 14:13:48 +0300 Subject: [PATCH] Create DINO_5scale_swin.py --- config/DINO/DINO_5scale_swin.py | 112 ++++++++++++++++++++++++++++++++ 1 file changed, 112 insertions(+) create mode 100644 config/DINO/DINO_5scale_swin.py diff --git a/config/DINO/DINO_5scale_swin.py b/config/DINO/DINO_5scale_swin.py new file mode 100644 index 0000000..69def2c --- /dev/null +++ b/config/DINO/DINO_5scale_swin.py @@ -0,0 +1,112 @@ +_base_ = ['coco_transformer.py'] + +num_classes=91 + +lr = 0.0001 +param_dict_type = 'default' +lr_backbone = 1e-05 +lr_backbone_names = ['backbone.0'] +lr_linear_proj_names = ['reference_points', 'sampling_offsets'] +lr_linear_proj_mult = 0.1 +ddetr_lr_param = False +batch_size = 1 +weight_decay = 0.0001 +epochs = 12 +lr_drop = 11 +save_checkpoint_interval = 1 +clip_max_norm = 0.1 +onecyclelr = False +multi_step_lr = False +lr_drop_list = [33, 45] + + +modelname = 'dino' +frozen_weights = None +backbone = 'swin_L_384_22k' +use_checkpoint = True + +dilation = False +position_embedding = 'sine' +pe_temperatureH = 20 +pe_temperatureW = 20 +return_interm_indices = [0, 1, 2, 3] +backbone_freeze_keywords = None +enc_layers = 6 +dec_layers = 6 +unic_layers = 0 +pre_norm = False +dim_feedforward = 2048 +hidden_dim = 256 +dropout = 0.0 +nheads = 8 +num_queries = 900 +query_dim = 4 +num_patterns = 0 +pdetr3_bbox_embed_diff_each_layer = False +pdetr3_refHW = -1 +random_refpoints_xy = False +fix_refpoints_hw = -1 +dabdetr_yolo_like_anchor_update = False +dabdetr_deformable_encoder = False +dabdetr_deformable_decoder = False +use_deformable_box_attn = False +box_attn_type = 'roi_align' +dec_layer_number = None +num_feature_levels = 5 +enc_n_points = 4 +dec_n_points = 4 +decoder_layer_noise = False +dln_xy_noise = 0.2 +dln_hw_noise = 0.2 +add_channel_attention = False +add_pos_value = False +two_stage_type = 'standard' +two_stage_pat_embed = 0 +two_stage_add_query_num = 0 +two_stage_bbox_embed_share = False +two_stage_class_embed_share = False +two_stage_learn_wh = False +two_stage_default_hw = 0.05 +two_stage_keep_all_tokens = False +num_select = 300 +transformer_activation = 'relu' +batch_norm_type = 'FrozenBatchNorm2d' +masks = False +aux_loss = True +set_cost_class = 2.0 +set_cost_bbox = 5.0 +set_cost_giou = 2.0 +cls_loss_coef = 1.0 +mask_loss_coef = 1.0 +dice_loss_coef = 1.0 +bbox_loss_coef = 5.0 +giou_loss_coef = 2.0 +enc_loss_coef = 1.0 +interm_loss_coef = 1.0 +no_interm_box_loss = False +focal_alpha = 0.25 + +decoder_sa_type = 'sa' # ['sa', 'ca_label', 'ca_content'] +matcher_type = 'HungarianMatcher' # or SimpleMinsumMatcher +decoder_module_seq = ['sa', 'ca', 'ffn'] +nms_iou_threshold = -1 + +dec_pred_bbox_embed_share = True +dec_pred_class_embed_share = True + +# for dn +use_dn = True +dn_number = 100 +dn_box_noise_scale = 0.4 +dn_label_noise_ratio = 0.5 +embed_init_tgt = True +dn_labelbook_size = 91 + +match_unstable_error = True + +# for ema +use_ema = False +ema_decay = 0.9997 +ema_epoch = 0 + +use_detached_boxes_dec_out = False