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My Leetcode Notes (in Chinese) based on Python3
Improving Semantic Segmentation via Video Propagation and Label Relaxation
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
GIF2Video code and models (in pytorch)
Global Reasoning module for visual recognition
GIF2Video Datasets: GIF-Faces & GIF-Moments
Superpixel Sampling Networks (ECCV2018)
An ultra-simplified explanation to design patterns
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
3D ResNets for Action Recognition (CVPR 2018)
A collection of algorithms
pytorch version of pseudo-3d-residual-networks(P-3D), pretrained model is supported
an implementation of Video Frame Interpolation via Adaptive Separable Convolution using PyTorch
GPU based optical flow extraction in OpenCV
Binary storage format for deep learning on videos.
Pytorch definition and pretrained model for the GLCIC inpainting network
PyTorch implementations of Generative Adversarial Networks.
A generative model conditioned on shape and appearance.
📚 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.
PyTorch implementation: vanilla & variational auto-encoder on mnist dataset
Demo of running NNs across different frameworks
C++ Syntax, Data Structures, and Algorithms Cheat Sheet
Download Videos in Activity-Net & DeepMind-Kinetics
95.16% on CIFAR10 with PyTorch
using GPU to extract videos' dense optical flow fields
A PyTorch Implementation of Single Shot MultiBox Detector