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Keypoint Detection

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

하위 태스크: 0
평가표: 9
보존된 평가 기록: 83

Keypoint Detection is essential for analyzing and interpreting images in computer vision. It involves simultaneously detecting and localizing interesting points in an image. Keypoints, also known as interest points, are spatial locations or points in the image that define what is interesting or what stands out. They are invariant to image rotation, shrinkage, translation, distortion, etc. Keypoints examples are body joints, facial landmarks, or any other salient points in objects. Keypoints have uses in problems such as pose estimation, object detection and tracking, facial analysis, and augmented reality.

<span style="color:grey; opacity: 0.6">( Image credit: PifPaf: Composite Fields for Human Pose Estimation; "Learning to surf" by fotologic, license: CC-BY-2.0 )</span>

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/saadbutt32/Conversion-of-Pakistan-Sign-Languag-into-Text-and-Speech-using-OpenPose-and-Machine-Learning

Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields

Keypoint Detection

코드

https://github.com/polospeter/TensorFlow-Advanced-Techniques-Specialization

https://github.com/pranoyr/pose-estimation-with-transformers

https://github.com/princeton-vl/pose-ae-train

https://github.com/prstrive/CondConv-tensorflow

https://github.com/pvdhove/owl-mask-rcnn

https://github.com/qdhill/openpose

https://github.com/qilei123/pyfasterrcnn

https://github.com/qq330488563/TEST

https://github.com/quangvy2703/ABCNet-ESRGAN-SRTEXT

https://github.com/quic/aimet-model-zoo

https://github.com/quocdat32461997/Mask_RCNN

https://github.com/radioactiverockets/OpenPoseBreackoutGame

https://github.com/ravenwritingdesk/py-faster-rcnn-master

https://github.com/raymon-tian/hourglass-facekeypoints-detection

https://github.com/rh01/fast-rnn

https://github.com/rh01/faster-rcnn

https://github.com/rickyHong/py-faster-rcnn-repl

https://github.com/rickyHong/py-faster-rcnn-repl-cudnn5-support

https://github.com/rijuldhir/TSM

https://github.com/rongakowang/densemutualattention

https://github.com/rootAkash/vision.ai

https://github.com/saadbutt32/Conversion-of-Pakistan-Sign-Languag-into-Text-and-Speech-using-OpenPose-and-Machine-Learning

https://github.com/saadbutt32/Pakistan-Sign-Language-Interpreter

https://github.com/saehan-choi/pixellib_auto_labelling

https://github.com/salihkaragoz/pose-residual-network-pytorch

https://github.com/samsh19/ML_project

https://github.com/samson6460/tf2_pose_estimation

https://github.com/sananand007/Xrelab

https://github.com/sbetageri/MaskRCNN

https://github.com/scolocke/Traffic_Sign_ID_GTSRB_GTSDB

https://github.com/sdkchris/Exercise-Sheet-1

https://github.com/sdll/hrnet-pose-estimation

https://github.com/see--/keras-centernet

https://github.com/seominseok0429/inception-I3D-NON-LOCAL

https://github.com/shihenw/convolutional-pose-machines-release

https://github.com/simochen/flowtrack.pytorch