Create README.md

README.md

@@ -1,3 +1,27 @@
 ---
 license: apache-2.0
 ---
+
+```[python]
+from huggingface_hub import hf_hub_download
+from micromind.networks import PhiNet
+
+REPO_ID = "fpaissan/phinet_odl"
+FILENAME = "phinet-odl.pth.tar"
+
+path_state_dict = hf_hub_download(repo_id=REPO_ID, filename=FILENAME)
+
+model = PhiNet(
+  (3, 128, 128),
+  alpha=1.1,
+  beta=0.75,
+  t_zero=5,
+  num_layers=8,
+  h_swish=False,
+  squeeze_excite=True,
+  include_top=True,
+  num_classes=1000,
+  divisor=8,
+  compatibility=False
+)
+```