Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Conditional Random Fields

A Remote Sensing Image Dataset for Cloud Removal

深度学习经典、新论文逐段精读

some filters (boxfilter, fast bilateral filter, fast guided filter and permutohedral bilateral filter)

Fast anisotropic diffusion filter (2D and 3D)

Python implementation of Bayesian Matting from Yung-Yu Chuang, Brian Curless, David H. Salesin, and Richard Szeliski. A Bayesian Approach to Digital Matting. In Proceedings of IEEE Computer Vision …

Neural Network TensorFlow C API

Sample code to call C API for Tensorflow 2.1

PRML algorithms implemented in Python

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

风格迁移三部曲

OCR, CNN+LSTM (CTPN) for image text detection, tensorflow

ocr, cnn+lstm+ctc, crnn, recognition model, tensorflow

Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.

[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景文字OCR识别

CNN+LSTM+CTC based OCR implemented using tensorflow.

CNN+LSTM+CTC based OCR implemented using tensorflow.

Use CTC + tensorflow to OCR

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

Computer Vision Models

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

Convolutional neural networks for artistic style transfer.

Implementation of "Context Encoders: Feature Learning by Inpainting"

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Generate image analogies using neural matching and blending.

Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)

Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution (CVPR 2017)