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Second-order Attention Network for Single Image Super-resolution
We propose a second-order attention network (SAN) for more powerful feature expression and feature correlation learning.
super-resolution attention computer-vision research
U-Net Deep Learning Colorization of Greyscale Images
This article describes experiments training a neural network to generate 3 channel colour images from single channel greyscale images using deep learning.
colorization unet computer-vision tutorial
Training an Image Classifier in PyTorch
Torchvision, that has data loaders for common datasets such as Imagenet, CIFAR10, MNIST, etc. and data transformers for images, vizualization and data ...
image-classification pytorch torchvision computer-vision
Keras OCR
A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
optical-character-recognition keras computer-vision code
Tracking Objects as Points
Simultaneous object detection and tracking using center points.
object-tracking object-detection computer-vision research
EfficientDet: Scalable and Efficient Object Detection
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch.
efficientdet computer-vision object-detection pytorch
Gymnast Pose Analysis
Pose modelling for gymnasts using open-pose and open-cv.
pose-estimation pose-tracking computer-vision open-cv
Sign language to text with OpenCV and MNIST sign-language dataset
sign-language computer-vision opencv tutorial
PCDet: 3D Point Cloud Detection
PCDet Toolbox in PyTorch for 3D Object Detection from Point Cloud
computer-vision point-cloud-generation pytorch object-detection
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