SSD - Single Shot Detector head component.

[sebastian-sz]

Short Description Given that Object Detection is currently on the roadmap I think it would be great to also include an SSD Head component, which we could attach to different backbones for Object Detection task.

Papers SSD: Single Shot MultiBox Detector

Existing Implementations Pytorch implementation Nvidia's Pytorch Implementation

[tanzhenyu]

Marking this as contribution welcome. It is aligned with our roadmap.

[bhack]

/cc @oarriaga if he is interested to contribute his SSD implementation: https://github.com/oarriaga/paz/

[pri1311]

keras Implementation for ssd300 and ssd512 models - https://github.com/pierluigiferrari/ssd_keras MMDetection ssd head - https://mmdetection.readthedocs.io/en/v2.9.0/_modules/mmdet/models/dense_heads/ssd_head.html

[AdonaiVera]

Hi @sebastian-sz Is this issue still welcoming contributions? If yes, then can I contribute ?

[sebastian-sz]

@AdonaiVera anyone can contribute :)

[innat]

@srikesh-07 some resource

• https://github.com/srihari-humbarwadi/ssd_tensorflow
• https://github.com/balancap/SSD-Tensorflow

[jbischof]

@srikesh-07 thank you for your contribution! Since last year we have pushed more recent models such as RetinaNet and YOLOv8, so I don't think SSD would add value to our OD offerings at this time. Please accept my apologies for not communicating sooner but we have so much outstanding work I hope you'll find an alternative to your liking easily!