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DavidHSTai's Projects

cnn-numpy icon cnn-numpy

Inplement an CNN frame with Numpy, easy to learn, hard to use hhhh

coco-analyze icon coco-analyze

A wrapper of the COCOeval class for extended keypoint error estimation analysis.

code icon code

Code for the book "Mastering OpenCV with Practical Computer Vision Projects" by Packt Publishing 2012.

conv-social-pooling icon conv-social-pooling

Code for model proposed in: Nachiket Deo and Mohan M. Trivedi,"Convolutional Social Pooling for Vehicle Trajectory Prediction." CVPRW, 2018

convnetjs icon convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

coursera icon coursera

related materials for coursera & edx MOOCs, will no longer update.

coursera-heterogeneous icon coursera-heterogeneous

Resources to work offline on the assignments of Heterogenous Parallel Programming course from Coursera.

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

deepof icon deepof

TensorFlow implementation for "Guided Optical Flow Learning"

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron.pytorch icon detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

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