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pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

py_img_seg_eval

Evaluation metrics for image segmentation inspired by paper Fully Convolutional Networks for Semantic Segmentation

pycaffe_tutorial

Tutorial for pycaffe, the Python API to the Neural Network framework, Caffe

pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

pyqt5

《PyQt5快速开发与实战》配套代码

pytorch-grad-cam

PyTorch implementation of Grad-CAM

pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

qimage2ndarray

qimage2ndarray is a small python extension for quickly converting between QImages and numpy.ndarrays (in both directions).

refinedet

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

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinspect

密集型检测

resnet-in-tensorflow

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

robustvideomatting

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

segnet-tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

segnet_pytorch

SegNet implemetation using PyTorch

soft-nms

Object Detection

ssd_pytorch

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

style-transform

tensorflow-cnn-cifar-10

tensorflow-deeplab-resnet

DeepLab-ResNet rebuilt in TensorFlow v2

tensorflow-examples

TensorFlow Tutorial and Examples for beginners

tensorflow-segnet

Implement slightly different caffe-segnet in tensorflow

tensorflowlaboratory

Research about Tensorflow

texture_nets

Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.

vision

Datasets, Transforms and Models specific to Computer Vision

win_caffe_test

Implementation of Regression, Classification and Detection