์ฝ˜ํ…์ธ ๋กœ ๊ฑด๋„ˆ๋›ฐ๊ธฐ

Ultralytics ํ†ตํ•ฉ

Ultralytics ํ†ตํ•ฉ ํŽ˜์ด์ง€์— ์˜ค์‹  ๊ฒƒ์„ ํ™˜์˜ํ•ฉ๋‹ˆ๋‹ค! ์ด ํŽ˜์ด์ง€์—์„œ๋Š” ๋จธ์‹  ๋Ÿฌ๋‹ ์›Œํฌํ”Œ๋กœ์šฐ๋ฅผ ๊ฐ„์†Œํ™”ํ•˜๊ณ , ๋ฐ์ดํ„ฐ ์„ธํŠธ ๊ด€๋ฆฌ๋ฅผ ๊ฐœ์„ ํ•˜๋ฉฐ, ๋ชจ๋ธ ํ›ˆ๋ จ์„ ๊ฐ„์†Œํ™”ํ•˜๊ณ , ํšจ์œจ์ ์ธ ๋ฐฐํฌ๋ฅผ ์ด‰์ง„ํ•˜๋„๋ก ์„ค๊ณ„๋œ ๋‹ค์–‘ํ•œ ๋„๊ตฌ ๋ฐ ํ”Œ๋žซํผ๊ณผ์˜ ํŒŒํŠธ๋„ˆ์‹ญ์— ๋Œ€ํ•œ ๊ฐœ์š”๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

Ultralytics YOLO ์—์ฝ”์‹œ์Šคํ…œ ๋ฐ ํ†ตํ•ฉ



Watch: Ultralytics YOLOv8 ๋ฐฐํฌ ๋ฐ ํ†ตํ•ฉ

๋ฐ์ดํ„ฐ ์„ธํŠธ ํ†ตํ•ฉ

  • Roboflow: ๊ฐ•๋ ฅํ•œ ์ฃผ์„, ์ „์ฒ˜๋ฆฌ ๋ฐ ์ฆ๊ฐ• ๊ธฐ๋Šฅ์„ ์ œ๊ณตํ•˜์—ฌ Ultralytics ๋ชจ๋ธ์— ๋Œ€ํ•œ ์›ํ™œํ•œ ๋ฐ์ดํ„ฐ ์„ธํŠธ ๊ด€๋ฆฌ๋ฅผ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.

๊ต์œก ํ†ตํ•ฉ

  • ClearML: Ultralytics ML ์›Œํฌํ”Œ๋กœ์šฐ ์ž๋™ํ™”, ์‹คํ—˜ ๋ชจ๋‹ˆํ„ฐ๋ง, ํŒ€ ํ˜‘์—… ์ด‰์ง„.

  • Comet ML: ๋จธ์‹ ๋Ÿฌ๋‹ ์‹คํ—˜์„ ์ถ”์ , ๋น„๊ต, ์ตœ์ ํ™”ํ•˜์—ฌ Ultralytics ์œผ๋กœ ๋ชจ๋ธ ๊ฐœ๋ฐœ์„ ๊ฐ•ํ™”ํ•˜์„ธ์š”.

  • DVC: Ultralytics ๋จธ์‹  ๋Ÿฌ๋‹ ํ”„๋กœ์ ํŠธ์˜ ๋ฒ„์ „ ๊ด€๋ฆฌ๋ฅผ ๊ตฌํ˜„ํ•˜์—ฌ ๋ฐ์ดํ„ฐ, ์ฝ”๋“œ, ๋ชจ๋ธ์„ ํšจ๊ณผ์ ์œผ๋กœ ๋™๊ธฐํ™”ํ•˜์„ธ์š”.

  • MLFlow: ์‹คํ—˜ ๋ฐ ์žฌํ˜„์„ฑ์—์„œ ๋ฐฐํฌ์— ์ด๋ฅด๊ธฐ๊นŒ์ง€ Ultralytics ๋ชจ๋ธ์˜ ์ „์ฒด ML ์ˆ˜๋ช… ์ฃผ๊ธฐ๋ฅผ ๊ฐ„์†Œํ™”ํ•ฉ๋‹ˆ๋‹ค.

  • Ultralytics HUB: ์‚ฌ์ „ ๊ต์œก์„ ๋ฐ›์€ Ultralytics ๋ชจ๋ธ ์ปค๋ฎค๋‹ˆํ‹ฐ์— ์•ก์„ธ์Šคํ•˜๊ณ  ๊ธฐ์—ฌํ•˜์„ธ์š”.

  • Neptune: MLOps์šฉ์œผ๋กœ ์„ค๊ณ„๋œ ์ด ๋ฉ”ํƒ€๋ฐ์ดํ„ฐ ์ €์žฅ์†Œ( Ultralytics )์—์„œ ML ์‹คํ—˜์— ๋Œ€ํ•œ ์ข…ํ•ฉ์ ์ธ ๋กœ๊ทธ๋ฅผ ์œ ์ง€ํ•˜์„ธ์š”.

  • ๋ ˆ์ด ํŠ : ๊ทœ๋ชจ์— ์ƒ๊ด€์—†์ด Ultralytics ๋ชจ๋ธ์˜ ํ•˜์ดํผํŒŒ๋ผ๋ฏธํ„ฐ๋ฅผ ์ตœ์ ํ™”ํ•˜์„ธ์š”.

  • ํ…์„œ๋ณด๋“œ: Ultralytics ML ์›Œํฌํ”Œ๋กœ์šฐ๋ฅผ ์‹œ๊ฐํ™”ํ•˜๊ณ , ๋ชจ๋ธ ๋ฉ”ํŠธ๋ฆญ์„ ๋ชจ๋‹ˆํ„ฐ๋งํ•˜๊ณ , ํŒ€ ํ˜‘์—…์„ ์ด‰์ง„ํ•˜์„ธ์š”.

  • Weights & Biases (W&B): ์‹คํ—˜์„ ๋ชจ๋‹ˆํ„ฐ๋งํ•˜๊ณ , ๋ฉ”ํŠธ๋ฆญ์„ ์‹œ๊ฐํ™”ํ•˜๊ณ , Ultralytics ํ”„๋กœ์ ํŠธ์—์„œ ์žฌํ˜„์„ฑ๊ณผ ํ˜‘์—…์„ ์ด‰์ง„ํ•˜์„ธ์š”.

  • ์•„๋งˆ์กด ์„ธ์ด์ง€๋ฉ”์ด์ปค: Amazon SageMaker๋ฅผ ํ™œ์šฉํ•˜์—ฌ Ultralytics ๋ชจ๋ธ์„ ํšจ์œจ์ ์œผ๋กœ ๋นŒ๋“œ, ๊ต์œก ๋ฐ ๋ฐฐํฌํ•˜์—ฌ ML ์ˆ˜๋ช… ์ฃผ๊ธฐ๋ฅผ ์œ„ํ•œ ์˜ฌ์ธ์› ํ”Œ๋žซํผ์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

  • Paperspace ๊ทธ๋ผ๋””์–ธํŠธ: Paperspace Gradient๋Š” ๋ชจ๋ธ์„ ๋น ๋ฅด๊ฒŒ ๊ต์œก, ํ…Œ์ŠคํŠธ ๋ฐ ๋ฐฐํฌํ•  ์ˆ˜ ์žˆ๋Š” ์‚ฌ์šฉํ•˜๊ธฐ ์‰ฌ์šด ํด๋ผ์šฐ๋“œ ๋„๊ตฌ๋ฅผ ์ œ๊ณตํ•˜์—ฌ YOLOv8 ํ”„๋กœ์ ํŠธ ์ž‘์—…์„ ๊ฐ„์†Œํ™”ํ•ฉ๋‹ˆ๋‹ค.

  • Google ์‹คํ—˜์‹ค: Google Colab์„ ์‚ฌ์šฉํ•˜์—ฌ ํ˜‘์—… ๋ฐ ๊ณต์œ ๋ฅผ ์ง€์›ํ•˜๋Š” ํด๋ผ์šฐ๋“œ ๊ธฐ๋ฐ˜ ํ™˜๊ฒฝ์—์„œ Ultralytics ๋ชจ๋ธ์„ ํ›ˆ๋ จํ•˜๊ณ  ํ‰๊ฐ€ํ•˜์„ธ์š”.

๋ฐฐํฌ ํ†ตํ•ฉ

  • Neural Magic: ์ˆ˜๋Ÿ‰ํ™” ์ธ์‹ ํ›ˆ๋ จ(QAT) ๋ฐ ๊ฐ€์ง€์น˜๊ธฐ ๊ธฐ๋ฒ•์„ ํ™œ์šฉํ•˜์—ฌ Ultralytics ๋ชจ๋ธ์„ ์ตœ์ ํ™”ํ•˜์—ฌ ์šฐ์ˆ˜ํ•œ ์„ฑ๋Šฅ๊ณผ ๋” ๊ฐ„๊ฒฐํ•œ ํฌ๊ธฐ๋ฅผ ๊ตฌํ˜„ํ•ฉ๋‹ˆ๋‹ค.

  • Gradio ๐Ÿš€ ์‹ ๊ทœ: ์‹ค์‹œ๊ฐ„ ๋Œ€ํ™”ํ˜• ๊ฐ์ฒด ๊ฐ์ง€ ๋ฐ๋ชจ๋ฅผ ์œ„ํ•ด Gradio์™€ ํ•จ๊ป˜ Ultralytics ๋ชจ๋ธ์„ ๋ฐฐํฌํ•˜์„ธ์š”.

  • TorchScript: ํ”„๋ ˆ์ž„์›Œํฌ์˜ ์ผ๋ถ€๋กœ ๊ฐœ๋ฐœ๋œ PyTorch ํ”„๋ ˆ์ž„์›Œํฌ์˜ ์ผ๋ถ€๋กœ ๊ฐœ๋ฐœ๋œ TorchScript ๋Š” Python ์ข…์†์„ฑ ์—†์ด ๋‹ค์–‘ํ•œ ํ”„๋กœ๋•์…˜ ํ™˜๊ฒฝ์—์„œ ๋จธ์‹  ๋Ÿฌ๋‹ ๋ชจ๋ธ์„ ํšจ์œจ์ ์œผ๋กœ ์‹คํ–‰ํ•˜๊ณ  ๋ฐฐํฌํ•  ์ˆ˜ ์žˆ๊ฒŒ ํ•ด์ค๋‹ˆ๋‹ค.

  • ONNX: ๋‹ค์–‘ํ•œ ํ”„๋ ˆ์ž„์›Œํฌ ๊ฐ„์— AI ๋ชจ๋ธ์„ ์‰ฝ๊ฒŒ ์ „์†กํ•˜๊ณ  Ultralytics ๋ชจ๋ธ์˜ ๋‹ค์–‘์„ฑ๊ณผ ๋ฐฐํฌ ์œ ์—ฐ์„ฑ์„ ํ–ฅ์ƒํ•˜๊ธฐ ์œ„ํ•ด Microsoft์—์„œ ๋งŒ๋“  ์˜คํ”ˆ ์†Œ์Šค ํ˜•์‹์ž…๋‹ˆ๋‹ค.

  • OpenVINO: ๋‹ค์–‘ํ•œ ์ธํ…” CPU ๋ฐ GPU ํ”Œ๋žซํผ์—์„œ ์ปดํ“จํ„ฐ ๋น„์ „ ๋ชจ๋ธ์„ ํšจ์œจ์ ์œผ๋กœ ์ตœ์ ํ™”ํ•˜๊ณ  ๋ฐฐํฌํ•˜๊ธฐ ์œ„ํ•œ ์ธํ…”์˜ ํˆดํ‚ท์ž…๋‹ˆ๋‹ค.

  • TensorRT: NVIDIA์—์„œ ๊ฐœ๋ฐœํ•œ ์ด ๊ณ ์„ฑ๋Šฅ ๋”ฅ ๋Ÿฌ๋‹ ์ถ”๋ก  ํ”„๋ ˆ์ž„์›Œํฌ ๋ฐ ๋ชจ๋ธ ํ˜•์‹์€ NVIDIA GPU์—์„œ ๊ฐ€์†ํ™”๋œ ์†๋„์™€ ํšจ์œจ์„ฑ์„ ์œ„ํ•ด AI ๋ชจ๋ธ์„ ์ตœ์ ํ™”ํ•˜์—ฌ ๊ฐ„์†Œํ™”๋œ ๋ฐฐํฌ๋ฅผ ๋ณด์žฅํ•ฉ๋‹ˆ๋‹ค.

  • CoreML: CoreML ๋Š” Apple์—์„œ ๊ฐœ๋ฐœํ•œ ํ”„๋ ˆ์ž„์›Œํฌ๋กœ, ํšจ๊ณผ์ ์ด๊ณ  ์•ˆ์ „ํ•œ ๋ชจ๋ธ ๋ฐฐํฌ๋ฅผ ์œ„ํ•ด Apple์˜ ํ•˜๋“œ์›จ์–ด๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ iOS, macOS, watchOS ๋ฐ tvOS์˜ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์— ๋จธ์‹  ๋Ÿฌ๋‹ ๋ชจ๋ธ์„ ํšจ์œจ์ ์œผ๋กœ ํ†ตํ•ฉํ•˜๋„๋ก ์„ค๊ณ„๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

  • TF SavedModel: Google์—์„œ ๊ฐœ๋ฐœํ•œ TF SavedModel ์€ TensorFlow ๋ชจ๋ธ์„ ์œ„ํ•œ ๋ฒ”์šฉ ์ง๋ ฌํ™” ํ˜•์‹์œผ๋กœ, ์„œ๋ฒ„๋ถ€ํ„ฐ ์—ฃ์ง€ ๋””๋ฐ”์ด์Šค๊นŒ์ง€ ๋‹ค์–‘ํ•œ ํ”Œ๋žซํผ์—์„œ ์‰ฝ๊ฒŒ ๊ณต์œ ํ•˜๊ณ  ๋ฐฐํฌํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

  • TF GraphDef: Google์—์„œ ๊ฐœ๋ฐœํ•œ GraphDef ์€ TensorFlow ์˜ ๊ณ„์‚ฐ ๊ทธ๋ž˜ํ”„ ํ‘œํ˜„ ํ˜•์‹์œผ๋กœ, ๋‹ค์–‘ํ•œ ํ•˜๋“œ์›จ์–ด์—์„œ ๋จธ์‹  ๋Ÿฌ๋‹ ๋ชจ๋ธ์„ ์ตœ์ ํ™”ํ•˜์—ฌ ์‹คํ–‰ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

  • TFLite: Google์—์„œ ๊ฐœ๋ฐœํ•œ TFLite๋Š” ๋ชจ๋ฐ”์ผ ๋ฐ ์—ฃ์ง€ ๋””๋ฐ”์ด์Šค์— ๋จธ์‹  ๋Ÿฌ๋‹ ๋ชจ๋ธ์„ ๋ฐฐํฌํ•˜๊ธฐ ์œ„ํ•œ ๊ฒฝ๋Ÿ‰ ํ”„๋ ˆ์ž„์›Œํฌ๋กœ, ์ตœ์†Œํ•œ์˜ ๋ฉ”๋ชจ๋ฆฌ ๊ณต๊ฐ„์œผ๋กœ ๋น ๋ฅด๊ณ  ํšจ์œจ์ ์ธ ์ถ”๋ก ์„ ๋ณด์žฅํ•ฉ๋‹ˆ๋‹ค.

  • TFLite Edge TPU: Google์ด ์—์ง€ TPU์—์„œ TensorFlow Lite ๋ชจ๋ธ์„ ์ตœ์ ํ™”ํ•˜๊ธฐ ์œ„ํ•ด ๊ฐœ๋ฐœํ•œ ์ด ๋ชจ๋ธ ํ˜•์‹์€ ๊ณ ์†์˜ ํšจ์œจ์ ์ธ ์—์ง€ ์ปดํ“จํŒ…์„ ๋ณด์žฅํ•ฉ๋‹ˆ๋‹ค.

  • TF.js: .js: ๋ธŒ๋ผ์šฐ์ €์™€ Node.js์—์„œ ๋จธ์‹  ๋Ÿฌ๋‹์„ ์šฉ์ดํ•˜๊ฒŒ ํ•˜๊ธฐ ์œ„ํ•ด Google์—์„œ ๊ฐœ๋ฐœํ•œ ๊ฒƒ์œผ๋กœ, TF.js๋ฅผ ์‚ฌ์šฉํ•˜๋ฉด JavaScript ๊ธฐ๋ฐ˜์˜ ML ๋ชจ๋ธ์„ ๋ฐฐํฌํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

  • PaddlePaddle: ๋ฐ”์ด๋‘์˜ ์˜คํ”ˆ์†Œ์Šค ๋”ฅ๋Ÿฌ๋‹ ํ”Œ๋žซํผ( PaddlePaddle )์€ AI ๋ชจ๋ธ์˜ ํšจ์œจ์ ์ธ ๋ฐฐํฌ๋ฅผ ์ง€์›ํ•˜๊ณ  ์‚ฐ์—… ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์˜ ํ™•์žฅ์„ฑ์— ์ค‘์ ์„ ๋‘ก๋‹ˆ๋‹ค.

  • NCNN: ํ…์„ผํŠธ์—์„œ ๊ฐœ๋ฐœํ•œ NCNN ๋Š” ๋ชจ๋ฐ”์ผ ๊ธฐ๊ธฐ์— ๋งž์ถ˜ ํšจ์œจ์ ์ธ ์‹ ๊ฒฝ๋ง ์ถ”๋ก  ํ”„๋ ˆ์ž„์›Œํฌ์ž…๋‹ˆ๋‹ค. AI ๋ชจ๋ธ์„ ์•ฑ์— ์ง์ ‘ ๋ฐฐํฌํ•˜์—ฌ ๋‹ค์–‘ํ•œ ๋ชจ๋ฐ”์ผ ํ”Œ๋žซํผ์—์„œ ์„ฑ๋Šฅ์„ ์ตœ์ ํ™”ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

๋‚ด๋ณด๋‚ด๊ธฐ ํ˜•์‹

๋˜ํ•œ ๋‹ค์–‘ํ•œ ํ™˜๊ฒฝ์— ๋ฐฐํฌํ•  ์ˆ˜ ์žˆ๋„๋ก ๋‹ค์–‘ํ•œ ๋ชจ๋ธ ๋‚ด๋ณด๋‚ด๊ธฐ ํ˜•์‹์„ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•œ ํ˜•์‹์€ ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค:

ํ˜•์‹ format ์ธ์ˆ˜ ๋ชจ๋ธ ๋ฉ”ํƒ€๋ฐ์ดํ„ฐ ์ธ์ˆ˜
PyTorch - yolov8n.pt โœ… -
TorchScript torchscript yolov8n.torchscript โœ… imgsz, optimize, batch
ONNX onnx yolov8n.onnx โœ… imgsz, half, dynamic, simplify, opset, batch
OpenVINO openvino yolov8n_openvino_model/ โœ… imgsz, half, int8, batch
TensorRT engine yolov8n.engine โœ… imgsz, half, dynamic, simplify, workspace, int8, batch
CoreML coreml yolov8n.mlpackage โœ… imgsz, half, int8, nms, batch
TF SavedModel saved_model yolov8n_saved_model/ โœ… imgsz, keras, int8, batch
TF GraphDef pb yolov8n.pb โŒ imgsz, batch
TF Lite tflite yolov8n.tflite โœ… imgsz, half, int8, batch
TF Edge TPU edgetpu yolov8n_edgetpu.tflite โœ… imgsz
TF.js tfjs yolov8n_web_model/ โœ… imgsz, half, int8, batch
PaddlePaddle paddle yolov8n_paddle_model/ โœ… imgsz, batch
NCNN ncnn yolov8n_ncnn_model/ โœ… imgsz, half, batch

๊ฐ ํ†ตํ•ฉ์— ๋Œ€ํ•œ ์ž์„ธํ•œ ๋‚ด์šฉ๊ณผ ํ†ตํ•ฉ์„ ์ตœ๋Œ€ํ•œ ํ™œ์šฉํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์•Œ์•„๋ณด๋ ค๋ฉด ๋งํฌ๋ฅผ ์ฐธ์กฐํ•˜์„ธ์š”( Ultralytics). ์ „์ฒด ๋ณด๊ธฐ export ์„ธ๋ถ€ ์ •๋ณด์—์„œ ๋‚ด๋ณด๋‚ด๊ธฐ ํŽ˜์ด์ง€๋กœ ์ด๋™ํ•ฉ๋‹ˆ๋‹ค.

ํ†ตํ•ฉ์— ๊ธฐ์—ฌํ•˜๊ธฐ

์ปค๋ฎค๋‹ˆํ‹ฐ๊ฐ€ Ultralytics YOLO ์„ ๋‹ค๋ฅธ ๊ธฐ์ˆ , ๋„๊ตฌ, ํ”Œ๋žซํผ๊ณผ ์–ด๋–ป๊ฒŒ ํ†ตํ•ฉํ•˜๋Š”์ง€ ํ•ญ์ƒ ๊ธฐ๋Œ€๋ฉ๋‹ˆ๋‹ค! YOLO ์„ ์ƒˆ๋กœ์šด ์‹œ์Šคํ…œ๊ณผ ์„ฑ๊ณต์ ์œผ๋กœ ํ†ตํ•ฉํ–ˆ๊ฑฐ๋‚˜ ๊ณต์œ ํ•  ๊ท€์ค‘ํ•œ ์ธ์‚ฌ์ดํŠธ๊ฐ€ ์žˆ๋‹ค๋ฉด ํ†ตํ•ฉ ๋ฌธ์„œ์— ๊ธฐ์—ฌํ•ด ์ฃผ์„ธ์š”.

๊ฐ€์ด๋“œ๋‚˜ ํŠœํ† ๋ฆฌ์–ผ์„ ์ž‘์„ฑํ•˜๋ฉด ๋ฌธ์„œ๋ฅผ ํ™•์žฅํ•˜๊ณ  ์ปค๋ฎค๋‹ˆํ‹ฐ์— ๋„์›€์ด ๋˜๋Š” ์‹ค์ œ ์‚ฌ๋ก€๋ฅผ ์ œ๊ณตํ•˜๋Š” ๋ฐ ๋„์›€์„ ์ค„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. Ultralytics YOLO ์„ ์ค‘์‹ฌ์œผ๋กœ ์„ฑ์žฅํ•˜๋Š” ์ƒํƒœ๊ณ„์— ๊ธฐ์—ฌํ•  ์ˆ˜ ์žˆ๋Š” ํ›Œ๋ฅญํ•œ ๋ฐฉ๋ฒ•์ž…๋‹ˆ๋‹ค.

๊ธฐ์—ฌํ•˜๋ ค๋ฉด ํ’€ ๋ฆฌํ€˜์ŠคํŠธ(PR) ์ œ์ถœ ๋ฐฉ๋ฒ•์— ๋Œ€ํ•œ ์•ˆ๋‚ด๋Š” ๊ธฐ์—ฌ ๊ฐ€์ด๋“œ๋ฅผ ์ฐธ์กฐํ•˜์„ธ์š”(๐Ÿ› ๏ธ). ์—ฌ๋Ÿฌ๋ถ„์˜ ๊ธฐ์—ฌ๋ฅผ ๊ฐ„์ ˆํžˆ ๊ธฐ๋‹ค๋ฆฌ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค!

Ultralytics YOLO ์ƒํƒœ๊ณ„๋ฅผ ๋”์šฑ ํ™•์žฅํ•˜๊ณ  ํ’๋ถ€ํ•œ ๊ธฐ๋Šฅ์œผ๋กœ ๋งŒ๋“ค๊ธฐ ์œ„ํ•ด ํ˜‘๋ ฅํ•ฉ์‹œ๋‹ค ๐Ÿ™!



Created 2023-11-12, Updated 2024-06-10
Authors: glenn-jocher (15), Burhan-Q (5), abirami-vina (14), RizwanMunawar (1)

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