End of training

README.md

@@ -0,0 +1,53 @@
+---
+license: apache-2.0
+base_model: facebook/detr-resnet-50
+tags:
+- generated_from_trainer
+model-index:
+- name: detr-resnet-50_finetuned_cppe5
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# detr-resnet-50_finetuned_cppe5
+
+This model is a fine-tuned version of [facebook/detr-resnet-50](https://huggingface.co/facebook/detr-resnet-50) on the None dataset.
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 1e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10
+- mixed_precision_training: Native AMP
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.39.1
+- Pytorch 2.2.1+cu121
+- Datasets 2.18.0
+- Tokenizers 0.15.2

config.json

@@ -30,21 +30,41 @@
   "giou_cost": 2,
   "giou_loss_coefficient": 2,
   "id2label": {
-    "0": "Coverall",
-    "1": "Face_Shield",
-    "2": "Gloves",
-    "3": "Goggles",
-    "4": "Mask"
+    "0": "No finding",
+    "1": "Aortic enlargement",
+    "2": "Cardiomegaly",
+    "3": "Pleural thickening",
+    "4": "Pulmonary fibrosis",
+    "5": "Nodule/Mass",
+    "6": "Lung Opacity",
+    "7": "Pleural effusion",
+    "8": "Other lesion",
+    "9": "Infiltration",
+    "10": "ILD",
+    "11": "Calcification",
+    "12": "Consolidation",
+    "13": "Atelectasis",
+    "14": "Pneumothorax"
   },
   "init_std": 0.02,
   "init_xavier_std": 1.0,
   "is_encoder_decoder": true,
   "label2id": {
-    "Coverall": 0,
-    "Face_Shield": 1,
-    "Gloves": 2,
-    "Goggles": 3,
-    "Mask": 4
+    "Aortic enlargement": 1,
+    "Atelectasis": 13,
+    "Calcification": 11,
+    "Cardiomegaly": 2,
+    "Consolidation": 12,
+    "ILD": 10,
+    "Infiltration": 9,
+    "Lung Opacity": 6,
+    "No finding": 0,
+    "Nodule/Mass": 5,
+    "Other lesion": 8,
+    "Pleural effusion": 7,
+    "Pleural thickening": 3,
+    "Pneumothorax": 14,
+    "Pulmonary fibrosis": 4
   },
   "mask_loss_coefficient": 1,
   "max_position_embeddings": 1024,
@@ -55,7 +75,7 @@
   "position_embedding_type": "sine",
   "scale_embedding": false,
   "torch_dtype": "float32",
-  "transformers_version": "4.38.1",
+  "transformers_version": "4.39.1",
   "use_pretrained_backbone": true,
   "use_timm_backbone": true
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fd086e7f2ffefa5c550eabe4b2147b59b19f086b78917404cb4d40426e3366a4
-size 166498936
+oid sha256:7389e7696686bb3a208f92b1dd167154368f00a708703a1434aab32e12fc90ec
+size 166509224

preprocessor_config.json

@@ -1,4 +1,24 @@
 {
+  "_valid_processor_keys": [
+    "images",
+    "annotations",
+    "return_segmentation_masks",
+    "masks_path",
+    "do_resize",
+    "size",
+    "resample",
+    "do_rescale",
+    "rescale_factor",
+    "do_normalize",
+    "do_convert_annotations",
+    "image_mean",
+    "image_std",
+    "do_pad",
+    "format",
+    "return_tensors",
+    "data_format",
+    "input_data_format"
+  ],
   "do_convert_annotations": true,
   "do_normalize": true,
   "do_pad": true,

runs/Mar26_09-53-28_6d27588d295c/events.out.tfevents.1711446808.6d27588d295c.2382.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f8bc6ec856dabaf1dad1895111a60ceddef68991ce0f583f88e40cbdc6816af
+size 5957

runs/Mar26_09-53-28_6d27588d295c/events.out.tfevents.1711448631.6d27588d295c.2382.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b82566fa2091687b1b595981233f285668973fac5ff74dd50d1ec8432431062c
+size 5957

runs/Mar26_09-53-28_6d27588d295c/events.out.tfevents.1711449032.6d27588d295c.2382.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03556ba205e23ccec7a1b56605078c9ff13b2e025f6386baaaa25c5ca5e544a1
+size 5957

runs/Mar26_09-53-28_6d27588d295c/events.out.tfevents.1711451504.6d27588d295c.2382.3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0cb53523acd7270a1c883d184d7953b3678d7b5dcfe39beff071facbf72b32f
+size 5957

runs/Mar26_09-53-28_6d27588d295c/events.out.tfevents.1711451579.6d27588d295c.2382.4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a5234b9a0170f13aaa5a288d7cd5fbc967a4911bc83d7e2f4c7b4c860b2eb3e
+size 5957

runs/Mar26_09-53-28_6d27588d295c/events.out.tfevents.1711451701.6d27588d295c.2382.5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea8e27687ba10fa385881d767f805288e73301347decb16dfd666afa2acd6b7a
+size 4184

runs/Mar26_09-53-28_6d27588d295c/events.out.tfevents.1711451734.6d27588d295c.2382.6

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05ce4902bb90a06ac8b0f505a3d6e1146d121f5719b8795a8cc202c59774209d
+size 6305

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c820a807cae84e0199e5f6a9370b48daa53927901915286c25aaa145164e7be0
+oid sha256:870ce42f9f2e0291757e9dd438c7064204c0cfaa5956fc64ddc10b3626ba1ae4
 size 4920