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adda

beta-tcvae

code for "Isolating Sources of Disentanglement in Variational Autoencoders".

centernet

Object detection, 3D detection, and pose estimation using center point detection:

closerlookfewshot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

convolutional-handwriting-gan

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

crossdomainfewshot

Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)

ctc-optimizedloss

Computes the MWER (minimum WER) Loss with CTC beam search. Knowledge distillation for CTC loss.

db

A PyTorch implementation of "Real-time Scene Text Detection with Differentiable Binarization".

deblurganv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

deep-video-inpainting

Official pytorch implementation for "Deep Video Inpainting" (CVPR 2019)

detr

End-to-End Object Detection with Transformers

detr-tensorflow

Tensorflow implementation of DETR : Object Detection with Transformers

differentiablebinarization

DB (Real-time Scene Text Detection with Differentiable Binarization) implementation in Keras and Tensorflow

disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

doctr

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

fast-scnn-keras

Implementing the Fast-SCNN neural network on Keras (Tensorflow 2.0 backend)

fast_scnn

TensorFlow 2 implementation of Fast-SCNN

full-page-handwriting-recognition

Implementation of the paper "Full Page Handwriting Recognition via Image to Sequence Extraction" by Singh et al. (2021).

gin

Code for the paper "Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN)" (2020)

glow-pytorch

Simple, extendable, easy to understand Glow implementation in PyTorch

handwriting-transformers

Handwriting-Transformers (ICCV21)

handwritten-text-recognition

Handwritten Text Recognition (HTR) using TensorFlow 2.x

hausdorffloss

Implementation of Hausdorff loss function for DNN learning in segmentation tasks.

highres-net

Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition. This is a ServiceNow Research project that was started at Element AI.

ib-inn

Code for the paper "Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification" (2020)

ibinn_imagenet

image_stacking

Automatic Image Stacking in OpenCV

iterdet

[S+SSPR2020] IterDet: Iterative Scheme for Object Detection in Crowded Environments

joint-vae

Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation :star2:

keras-adda

This is an implementation of Adversarial Discriminative Domain Adaptation using Keras for the purpose of visualizing the intermediate activations in a variational approximation of total correlation.