README.md

---
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
```