fixup: remove model prefix in tensor names for v2

README.md

@@ -1,11 +1,10 @@
 ---
-license: mit
-language:
-- en
 tags:
-- deepforest
+- model_hub_mixin
+- pytorch_model_hub_mixin
 ---
 
-## Tree Crown Detection in RGB Airborne Imagery
-
-The model was initially described in [Remote Sensing](https://www.mdpi.com/2072-4292/11/11/1309) on a single site. The prebuilt model uses a semi-supervised approach in which millions of moderate quality annotations are generated using a LiDAR unsupervised tree detection algorithm, followed by hand-annotations of RGB imagery from select sites. Comparisons among geographic sites were added to [Ecological Informatics](https://www.sciencedirect.com/science/article/pii/S157495412030011X). The model was further improved, and the Python package was released in [Methods in Ecology and Evolution](https://besjournals.onlinelibrary.wiley.com/doi/full/10.1111/2041-210X.13472).
+This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
+- Code: [More Information Needed]
+- Paper: [More Information Needed]
+- Docs: [More Information Needed]

config.json

@@ -1,12 +1,9 @@
 {
-  "config_args": null,
-  "config_file": "deepforest_config.yml",
-  "existing_train_dataloader": null,
-  "existing_val_dataloader": null,
+  "architecture": "retinanet",
   "label_dict": {
     "Tree": 0
   },
-  "model": null,
+  "nms_thresh": 0.05,
   "num_classes": 1,
-  "transforms": null
+  "score_thresh": 0.1
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d37a7af0b5ba2754282a80d41b4c7b66e8c7149234df5bf3f41bdaf57d329fc8
-size 129049980
+oid sha256:94e3200520b07ce9425890df1be412578805241903456c37b8c0fb1180b5761c
+size 129048172