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OpenCV ¡¤ PythonÀ» ÀÌ¿ëÇÑ ¸Ó½Å·¯´×°ú µö·¯´× ÇÁ·Î±×·¡¹ÖÀ» ¼Ò°³ÇÑ´Ù .
- ¿µ»óó¸®, ÄÄÇ»ÅͺñÀü, ÀΰøÁö´É, ¸Ó½Å·¯´×, µö·¯´×, µö·¯´× ÇÁ·¹ÀÓ¿öÅ©, OpenCV DNN ¸ðµâ ÀÌ¿ëÀ» À§ÇÑ ¼ÒÇÁÆ®¿þ¾î ¼³Ä¡ ¹æ¹ý
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- Tensorflow, PyTorchÀÇ ÈÆ·Ã, ¸ðµ¨ µ¿°á, ONNX Ãâ·Â ¹× ¿µ»ó ºÐ·ù ¹æ¹ý
- YOLO·Î ÈÆ·ÃµÈ ¸ðµ¨°ú DNN ¸ðµâÀ» ÀÌ¿ëÇÑ ¹°Ã¼°ËÃâ ¹æ¹ý
- ¿µ¿ª ±â¹ÝÀÇ Faster R-CNN, Mask R-CNN, SSD¸¦ ÀÌ¿ëÇÏ´Â ¹æ¹ý
ÆÄÀ̽㠱â¹ÝÀÇ OpenCV, Tensorflow, PyTorch, ONNX¸¦ ÀÌ¿ëÇÏ´Â ÇÁ·Î±×·¡¹Ö¿¡ ´ëÇÏ¿© ¼³¸íÇÑ´Ù. ?
- ¿µ»óó¸®, ÄÄÇ»ÅͺñÀü, ÀΰøÁö´É, ¸Ó½Å·¯´×, µö·¯´×, µö·¯´× ÇÁ·¹ÀÓ¿öÅ©, OpenCV DNN ¸ðµâ ÀÌ¿ëÀ» À§ÇÑ ¼ÒÇÁÆ®¿þ¾î ¼³Ä¡ ¹æ¹ý
- ¸Ó½Å·¯´×À» À§ÇÑ cv2.ml ¸ðµâÀ» »ç¿ëÇÏ¿© µ¥ÀÌÅÍ ºÐ·ù, Çʱ⠼ýÀÚ ÀνÄ, ¹°Ã¼°ËÃâ, ¾ó±¼ÀÎ½Ä ¹æ¹ý
- Tensorflow, PyTorchÀÇ ÈÆ·Ã, ¸ðµ¨ µ¿°á, ONNX Ãâ·Â ¹× ¿µ»ó ºÐ·ù ¹æ¹ý
- YOLO·Î ÈÆ·ÃµÈ ¸ðµ¨°ú DNN ¸ðµâÀ» ÀÌ¿ëÇÑ ¹°Ã¼°ËÃâ ¹æ¹ý
- ¿µ¿ª ±â¹ÝÀÇ Faster R-CNN, Mask R-CNN, SSD¸¦ ÀÌ¿ëÇÏ´Â ¹æ¹ý
ÆÄÀ̽㠱â¹ÝÀÇ OpenCV, Tensorflow, PyTorch, ONNX¸¦ ÀÌ¿ëÇÏ´Â ÇÁ·Î±×·¡¹Ö¿¡ ´ëÇÏ¿© ¼³¸íÇÑ´Ù. ?
ÀúÀÚ: ±èµ¿±Ù (ÁöÀºÀÌ)
Chapter 01 ½ÃÀÛÇϱâ
01 ¿µ»ó󸮡¤ÄÄÇ»ÅÍ ºñÀü¡¤ÀΰøÁö´É¡¤¸Ó½Å·¯´×¡¤µö·¯´×
02 µö·¯´× ÇÁ·¹ÀÓ¿öÅ©¡¤OpenCV¡¤DNN ¸ðµâ
01 µö·¯´× ÇÁ·¹ÀÓ¿öÅ©
02 OpenCV¡¤DNN ¸ðµâ
03 ¼ÒÇÁÆ®¿þ¾î ¼³Ä¡
Chapter 02 OpenCV ¸Ó½Å·¯´×
01 µ¥ÀÌÅÍ »ý¼º1
02 KNearest
03 Dtrees¡¤Boost¡¤Rtrees
04 NormalBayesClassifier
05 LogisticRegression
06 SVM Support Vector Machine
07 K-means
08 EM: Expectation-Maximization
09 ANN_MLP: Artificial Neural Networks_Multi-Layer Perceptron
01 ANN_MLP ¸ðµ¨ »ý¼º ¹× ¼³Á¤
02 ANN_MLP ¸ðµ¨ ÈƷðú Ãß·Ð
Chapter 03 ¸Ó½Å·¯´×: µ¥ÀÌÅÍ ºÐ·ù¡¤°ËÃ⡤ÀνÄ
01 IRIS ºÐ·ù
02 MNIST ºÐ·ù
03 ¼Õ ±Û¾¾ ¼ýÀÚ ÀνÄ
04 ¹°Ã¼°ËÃ⡤¾ó±¼ ÀνÄ
01 CascadeClassifier ºÐ·ù±â
02 ¾ó±¼ ÀÎ½Ä Face Recognition
Chapter 04 µö·¯´× ÇÁ·¹ÀÓ¿öÅ©
01 TensorFlow ¸ðµ¨ ÈÆ·Ã: PB
01 ¿µ»ó󸮡¤ÄÄÇ»ÅÍ ºñÀü¡¤ÀΰøÁö´É¡¤¸Ó½Å·¯´×¡¤µö·¯´×
02 µö·¯´× ÇÁ·¹ÀÓ¿öÅ©¡¤OpenCV¡¤DNN ¸ðµâ
01 µö·¯´× ÇÁ·¹ÀÓ¿öÅ©
02 OpenCV¡¤DNN ¸ðµâ
03 ¼ÒÇÁÆ®¿þ¾î ¼³Ä¡
Chapter 02 OpenCV ¸Ó½Å·¯´×
01 µ¥ÀÌÅÍ »ý¼º1
02 KNearest
03 Dtrees¡¤Boost¡¤Rtrees
04 NormalBayesClassifier
05 LogisticRegression
06 SVM Support Vector Machine
07 K-means
08 EM: Expectation-Maximization
09 ANN_MLP: Artificial Neural Networks_Multi-Layer Perceptron
01 ANN_MLP ¸ðµ¨ »ý¼º ¹× ¼³Á¤
02 ANN_MLP ¸ðµ¨ ÈƷðú Ãß·Ð
Chapter 03 ¸Ó½Å·¯´×: µ¥ÀÌÅÍ ºÐ·ù¡¤°ËÃ⡤ÀνÄ
01 IRIS ºÐ·ù
02 MNIST ºÐ·ù
03 ¼Õ ±Û¾¾ ¼ýÀÚ ÀνÄ
04 ¹°Ã¼°ËÃ⡤¾ó±¼ ÀνÄ
01 CascadeClassifier ºÐ·ù±â
02 ¾ó±¼ ÀÎ½Ä Face Recognition
Chapter 04 µö·¯´× ÇÁ·¹ÀÓ¿öÅ©
01 TensorFlow ¸ðµ¨ ÈÆ·Ã: PB