Jianqiang Sky Zhou's Projects
Code for the ECCV 2018 paper "Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection"
A CUDA implementation of SIFT for NVidia GPUs (1.2 ms on a GTX 1060)
A python code to compute the cumulante expansion of the Green's function for photoemission spectroscopy
A minimal Jekyll Theme to host your resume (CV)
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
๐ Sharing course notes on all topics related to machine learning, NLP, and AI.
Code for the CVPR 2020 paper "A Multi-task Mean Teacher for Semi-supervised Shadow Detection"
Config files for my GitHub profile.
Working with Jupyter Notebooks in Visual Studio Code and PyCharm (January 2020)
[AAAI 2022] The first dataset on foreground object shadow generation for image composition in real-world scenes. The code used in our paper "Shadow Generation for Composite Image in Real-world Scenes", AAAI2022. Useful for shadow generation, shadow removal, image composition, etc.
Notes of "Programming Computer Vision with Python" with Jupyter Notebook in Python 3.x
PRML algorithms implemented in Python
Python wrapper to Philipp Krรคhenbรผhl's dense (fully connected) CRFs with gaussian edge potentials.
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Mirror of the Quantum ESPRESSO repository
Text and supporting code for Think Stats, 2nd Edition