lydiaji

ithome_tensorflow_series

2020 iThome 鐵人賽 Tensorflow 原始碼

deep_image_model

Deep convolution/recurrent neural network project with TensorFlow

sampleQAT

Inference of quantization aware trained networks using TensorRT

mseg-api

An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"

city-scapes-script

Download City Scapes Dataset using this script

cityscapesScripts

README and scripts for the Cityscapes Dataset

Tensorflow-SegNet

Implement slightly different caffe-segnet in tensorflow

SegNet-tensorflow

inference_results_v0.5

This repository contains the results and code for the MLPerf™ Inference v0.5 benchmark.

DeepLearning_tutorials

The deeplearning algorithms implemented by tensorflow

aws-fpga

Official repository of the AWS EC2 FPGA Hardware and Software Development Kit

PYNQ

Python Productivity for ZYNQ

PROFIT

RefineDet

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

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.

RetinaFace-tf2

RetinaFace (RetinaFace: Single-stage Dense Face Localisation in the Wild, published in 2019) reimplemented in Tensorflow 2.0, with pretrained weights available !

syncbn-tensorflow

Synchronized Multi-GPU Batch Normalization

100days

100 days of algorithms

SimpleCVReproduction

Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

WiderFace-Evaluation

Python Evaluation Code for Wider Face Dataset

PFLD-pytorch

PFLD pytorch Implementation

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

darknet

Convolutional Neural Networks

keras_to_tensorflow

General code to convert a trained keras model into an inference tensorflow model

ZeroQ

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

tiny_yolov3

Objects dectection with tiny yolov3

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

quantized_distillation

Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

squeezenext-tensorflow

A tensorflow implementation of squeezenext. (includes link to trained model)