Update README.md

README.md

@@ -1,3 +1,40 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+pipeline_tag: object-detection
+---
+
+# Detection Perceiver Model
+
+<img src="https://raw.githubusercontent.com/maxploter/DePerceiver/refs/heads/main/de_perceiver_r50/de_perceiver.png" alt="DePerceiver R50 Image"/>
+
+[GH repository DePerceiver](https://github.com/maxploter/DePerceiver)
+
+## Usage
+
+```python
+from huggingface_hub import snapshot_download
+import torch
+import json
+import sys
+
+# Download model
+repo_path = snapshot_download(repo_id="Max-Ploter/DePerceiver")
+
+# Add to Python path to access modeling_detection_perceiver.py
+sys.path.append(repo_path)
+from modeling_detection_perceiver import build_model
+
+# Load config
+with open(f"{repo_path}/config.json") as f:
+    config = json.load(f)
+
+# Build and load model
+model = build_model(config)
+model.load_state_dict(torch.load(f"{repo_path}/detection_perceiver_model_weights_pytorch.bin"))
+```
+
+## Dependencies
+
+```shell
+pip install torch torchvision perceiver-pytorch
+```