yafengge Goto Github PK

alphazero-renju

amc

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

chineseocr

yolo3+ocr

fastmcd

implementation of the paper "Detection of Moving Objects with Non-stationary Cameras in 5.8ms: Bringing Motion Detection to Your Mobile Device", CVPRW13

flash-attention

Fast and memory-efficient exact attention

keras-centernet

CenterNet (Objects as Points) implementation in Keras and Tensorflow

learning-to-see-in-the-dark

Learning to See in the Dark. CVPR 2018

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

mobileformer

MobileFormer in torch

mobilenet-ssd

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

models

Models and examples built with TensorFlow

once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

onnc

Open Neural Network Compiler

onnc-runtime

Runtime of onnc

onnc-tutorial

pmrid

ECCV2020 - Practical Deep Raw Image Denoising on Mobile Devices

pytorch-admm-pruning

Prune DNN using Alternating Direction Method of Multipliers (ADMM)

qkeras

QKeras: a quantization deep learning library for Tensorflow Keras

retinaface-tf2

RetinaFace (Single-stage Dense Face Localisation in the Wild, 2019) implemented (ResNet50, MobileNetV2 trained on single GPU) in Tensorflow 2.0+. This is an unofficial implementation. With Colab.

scnn

Spatial CNN for traffic lane detection (AAAI2018)

segformer-pytorch

Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

swinir

SwinIR: Image Restoration Using Swin Transformer

tesseract

Tesseract Open Source OCR Engine (main repository)

tflite2onnx

Convert TensorFlow Lite models (*.tflite) to ONNX.

zeroq

[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework