commit files to HF hub

README.md

@@ -0,0 +1,20 @@
+---
+tags:
+- image-classification
+- pytorch
+metrics:
+- accuracy
+
+model-index:
+- name: Syn10kPlusOG-oct-ViT-Base-8Epochs-v1
+  results:
+  - task:
+      name: Image Classification
+      type: image-classification
+    metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.8866666555404663
+---
+
+# Syn10kPlusOG-oct-ViT-Base-8Epochs-v1

config.json

@@ -0,0 +1,36 @@
+{
+  "_name_or_path": "google/vit-base-patch16-224-in21k",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "oct_images_cnv",
+    "1": "oct_images_dme",
+    "2": "oct_images_drusen",
+    "3": "oct_images_normal"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "oct_images_cnv": "0",
+    "oct_images_dme": "1",
+    "oct_images_drusen": "2",
+    "oct_images_normal": "3"
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "patch_size": 16,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.18.0"
+}

preprocessor_config.json

@@ -0,0 +1,17 @@
+{
+  "do_normalize": true,
+  "do_resize": true,
+  "feature_extractor_type": "ViTFeatureExtractor",
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "size": 224
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8303d71a858ae422d9657ed76c791ee12e53a24ddc8cb23014f59ad2fe422b7
+size 343270321

runs/events.out.tfevents.1665980888.6890b63d470c.17.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a175eb5315983851732110b0ae4dead13ef0c5f7ae1b7597bfcc6ef826f4dd0
+size 3015