visionsuite 1.0.24

Template for Python Athena

VisionSuite

This is just personal repository to easily use oepn source algorithms.

---

How to publish github-repository to PYPI

git add .
git commit -m 'publish v1.x.x'
git tag v1.x.x
git push origin --tags

---

Cores

Roboflow

Ultralytics

• HBB Detection

• OBB Detection

• Instance Segmentation

Spatial Transform Decoupling

• OBB Detection

Masked AutoEncoder

---

Utils

Configs

This is for UI by pydantic

Augmentation

dataset

converters

• dota

  • dota2yolo

• labelme

  • dota

    • labelme2dota

  • labelme2yolo

    • labelme2yolo_hbb
    • labelme2yolo_is
    • labelme2yolo_obb

• coco

loggers

---

Engines

Classification

	Library	Model	train	test	export	ImageNet	Note
	PyTorch	ResNet (torcivision)	o	o	o	-
		Vision Transformer (ViT)	x	x	x	-
		EfficientNet	x	x	x	-

Detection

HBB Detection

	Library	Model	train	test	export	ImageNet	Note
	PyTorch	Yolov5	o	o	o	-	anchor-based
		Yolov7	x	x	x	-	anchor-based
		Yolov8	x	x	x	-	anchor-free
		DETR	x	x	x	-
		RTDETR	x	x	x	-	transformer

OBB Detection

	Library	Model	train	test	export	ImageNet	Note
	PyTorch	RTMDet	o	o	o	-
			x	x	x	-
			x	x	x	-

Segmentation

Semantic Segmentation

	Library	Model	train	test	export	ImageNet	Note
	PyTorch	DeepLabV3+	o	o	o	-
		Mask2Former	x	x	x	-
		OneFormer	x	x	x	-

Instance Segmentation

	Library	Model	train	test	export	ImageNet	Note
	PyTorch	Mask RCNN (torchvision)	o	o	o	-
			x	-	x	x	x	-
			x	-	x	x	x	-

---

Utils

system