Ivan's repositories
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
11
Faster R-CNN/ Mask R-CNN/NAS-FPN/YOLO v3 目标检测代码
ActionDetectionforSignLanguage
A practical implementation of sign language estimation using an LSTM NN built on TF Keras.
ChaLearn-2021-LAP
Code and pre-trained models for my submission to the ChaLearn 2021 LAP challenge.
Custom-ava-dataset_Custom-Spatio-Temporally-Action-Video-Dataset
Custom ava dataset, Multi-Person Video Dataset Annotation Method of Spatio-Temporally Actions
CVPR21Chal-SLR
This repo contains the official code of our work SAM-SLR which won the CVPR 2021 Challenge on Large Scale Signer Independent Isolated Sign Language Recognition.
datasets
TFDS data loaders for sign language datasets.
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
mmdetection
OpenMMLab Detection Toolbox and Benchmark
models
Models and examples built with TensorFlow
MS-G3D
[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"
PaddleViT
:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+
phoenix-datasets
PyTorch dataset wrappers for PHOENIX 2014 & PHOENIX-2014-T sign language datasets.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
SLR
isolated & continuous sign language recognition using CNN+LSTM/3D CNN/GCN/Encoder-Decoder
slt
Sign Language Transformers (CVPR'20)
ST-TR
Spatial Temporal Transformer Network for Skeleton-Based Activity Recognition
stochastic-cslr
PyTorch implementation for Stochastic Fine-grained Labeling of Multi-state Sign Glosses for Continuous Sign Language Recognition.
tpu
Reference models and tools for Cloud TPUs.
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
transformer-slt
Sign Language Translation with Transformers (COLING'2020, ECCV'20 SLRTP Workshop)
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
VAC_CSLR
This repo holds the codes of paper: Visual Alignment Constraint for Continuous Sign Language Recognition