I will do semantic, instance, and panoptic segmentation

This service offers image segmentation tasks such as

• Semantic segmentation,
• Instance segmentation, and
• Panoptic segmentation.

Customers can choose any desired Deep Learning framework:

• PyTorch
• TensorFlow
• Keras
• Hugging Face
• PaddlePaddle.

For Semantic segmentation,

• Segmentation Models PyTorch (SMP)
• Torchvision
• Ultralytics YOLO
• mmsegmentation
• Transformers
• KerasCV
• TensorFlow Models (TFM)
• Segmentation Models (SM) Keras
• PaddleSeg

For Instance segmentation,

• Ultralytics YOLO
• YOLACT
• Roboflow RF-DETR
• Torchvision
• mmdetection
• Detectron2
• Transformers
• TensorFlow Models (TFM)
• TensorFlow Object Detection (TFOD)
• TensorFlow2 Keras matterport Mask-RCNN
• PaddleDetection

For Panoptic segmentation,

• Hugging Face Transformers
• Detectron2
• mmdetection

Customers can choose any desired library and any model from these lists.

Customers will get -

• Fully fine-tuned model for specific task
• Performance Evaluation metrics

• Full pipeline codes with Academic documentations
• Production ready deployment (ONNX or TFLite or MLflow serve)

I am ready for your downstream task and welcome to Advanced Segmentation technology.