---
license: other
license_name: edgecrafter-non-commercial
license_link: LICENSE
library_name: libreyolo
pipeline_tag: image-segmentation
datasets:
  - detection-datasets/coco
tags:
  - edgecrafter
  - objects365
  - non-commercial
---

# LibreECl-seg-obj2coco

**NON-COMMERCIAL USE ONLY. Commercial use requires a separate license from
INTELLINDUST. These weights are not covered by LibreYOLO's MIT license.**

EdgeCrafter L for segment, pretrained on Objects365 and fine-tuned
on COCO. This is an explicit opt-in variant; the COCO-only default is
`LibreECl-seg.pt`. This file is not the raw 365-class pretraining model.

```python
from libreyolo import LibreYOLO

model = LibreYOLO("LibreECl-seg-obj2coco.pt")
results = model.predict("image.jpg")
```

Requires a LibreYOLO version containing EC `obj2coco` filename support.
Existing versions can load a downloaded local checkpoint path if they already
support the corresponding EC task.

## Source

Official asset: [ecseg_l_o3652coco.pth](https://github.com/capsule2077/edgecrafter/releases/download/edgecrafterv1_o365/ecseg_l_o3652coco.pth)

- Release: `edgecrafterv1_o365` (August 14, 2026)
- Source SHA-256: `7590d164865a280ca1bd5d639878f5618d8584a42f0f99aaf9d4b7100d1fd866`
- Converted SHA-256: `c2f8d8318abe0f1693e318405a55862d0c60cc6b54769977791c3ae114325d01`

Copyright (c) 2026 INTELLINDUST INFORMATION TECHNOLOGY (SHENZHEN) CO., LTD.

## Modifications and validation

Conversion selects the released EMA when present and adds LibreYOLO metadata.
Learned tensors and state-dict keys are unchanged, verified tensor by tensor.
Checkpoint schema, factory loading, complete parameter coverage, and a finite
640-pixel CPU forward pass were checked. COCO accuracy and export parity have
not been independently re-evaluated for this mirror.

Converter: [convert_ec_weights.py](https://github.com/LibreYOLO/libreyolo/blob/feat/ec-o365/weights/convert_ec_weights.py).

## License

[EdgeCrafter License](https://github.com/Intellindust-AI-Lab/EdgeCrafter/blob/124cb0922ebe4af55c025af448312c2374210815/LICENSE.md); included verbatim in [LICENSE](./LICENSE).
See [NOTICE](./NOTICE) for attribution and the license history.

The release asset repository still carries Apache-2.0. The main project
changed to non-commercial terms on August 20, 2026, after this August 14 release.
LibreYOLO's maintainer chose the stricter EdgeCrafter terms for this optional
mirror. This is a disclosed redistribution policy, not upstream clarification
of the conflicting notices or a claim that earlier Apache grants were revoked.

Objects365's [dataset terms](https://www.objects365.org/download.html) state
academic-purpose availability, CC BY 4.0 annotations, and separate image
restrictions. This repository redistributes model weights, not dataset images.