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Potential additions to consider, scoped to existing tasks and infrastructure:
Table Transformer: table detection. Detect tables and rotated tables in document images, with pretrained loading, fine-tuning and ONNX export parity.
Table Transformer: structure recognition. Detect rows, columns, headers and spanning cells within table crops. Return labeled boxes; leave PDF parsing, OCR and spreadsheet reconstruction for separate work.
Swin classifier fine-tuning. Extend the existing inference-only family with a classification trainer, starting with Swin-T. Support replacing the head, resuming training and validation, with convergence evidence.
DenseNet-121 classification. Add pretrained inference, fine-tuning and ONNX export using the existing classification contracts. Start with one size.
Input-equivalence coverage for YOLO9 and RF-DETR. Extend existing tests to compare path, PIL and NumPy inputs, individual versus batched predictions, and mixed image sizes. Verify image count, order, labels and original-image coordinates.
Checkpoint-specific license information in the model catalogue. Expose separate code and weight license links and restrictions, using the existing notices without changing checkpoint schemas.
Executable flagship workflow examples. Maintain YOLO9 and RF-DETR examples covering loading, prediction, training, validation, export and reload. Reuse the examples in documentation and run them as smoke checks.
Optional intermediate-feature inspection. Retrieve selected layer outputs and shapes for YOLO9 and RF-DETR without changing normal prediction behavior or the Results contract.
Use permissively licensed original sources for new ports, verify checkpoint redistribution terms, and keep model-specific changes isolated. These are candidates for separate, bounded contributions, not a proposal to rewrite shared architecture.
Potential additions to consider, scoped to existing tasks and infrastructure:
Use permissively licensed original sources for new ports, verify checkpoint redistribution terms, and keep model-specific changes isolated. These are candidates for separate, bounded contributions, not a proposal to rewrite shared architecture.