ScapeQin's repositories
autograd
Efficiently computes derivatives of numpy code.
awesome-model-compression-and-acceleration
a list of awesome papers on deep model ompression and acceleration
awesome-NAS
A curated list of neural architecture search (NAS) resources.
awesome-self-supervised-learning
A curated list of awesome Self-Supervised methods
chineseocr
yolo3+ocr
CopyTranslator
Foreign paper reading and translation assistant based on copy and translate.(Latest: v0.0.7-Kylin-RC1)
Dataset_Synthesizer
NVIDIA Deep learning Dataset Synthesizer (NDDS)
Deep-Neural-Networks-HealthCare
Tangible and Practical Deep Learning Projects Repository for Healthcare such as Cancer, Drug Discovery, Genomic and More
Deep-RL-Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
deep_learning_object_detection
A paper list of object detection using deep learning.
dnc
Simple RNN, LSTM and Differentiable Neural Computer in pure Numpy
fritz-models
Train and deploy machine learning models for mobile apps with Fritz.
gandissect
Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
Generative_Models_Tutorial_with_Demo
Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..
Image_Segmentation
pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.
imutils
A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.
PlotNeuralNet
Latex code for making neural networks diagrams
pytorch-OpCounter
Count the FLOPs of your PyTorch model.
pytorch-pretrained-BERT
PyTorch version of Google AI's BERT model with script to load Google's pre-trained models
regretful-agent
PyTorch code for CVPR 2019 paper: The Regretful Agent: Heuristic-Aided Navigation through Progress Estimation
tensorflow-class-activation-mapping
Learning Deep Features for Discriminative Localization (2016)
tensorlayer
Deep Learning and Reinforcement Learning Library for Developers and Scientists
transformer_image_caption
Image Captioning based on Bottom-Up and Top-Down Attention model
VideoSuperResolution
A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.