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easypr

An open source project for chinese plate recognition. It aims to be Easy, Flexible, and Accurate. Welcome to contribute your expertise !

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

face_recognition

The world's simplest facial recognition api for Python and the command line

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

fpn

Feature Pyramid Networks for Object Detection

general_img_classifier

A general image classifier using Visual Bag of Words and SIFT, with OpenCV and scikit-learn

human-detection

Source code for Human detection in still image.

human_activity_anticipation

Code for anticipating human activities (http://pr.cs.cornell.edu/anticipation/)

icnet

ICNet for Real-Time Semantic Segmentation on High-Resolution Images

image-downloader

Download images from Google, Bing, Baidu. 谷歌、百度、必应图片下载.

imageprocess

imgaug

Image augmentation for machine learning experiments.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

keras-frcnn

keras-rcnn

Recurrent Convolutional Neural Networks in Keras

keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

lightweight-neural-architecture-search

This is a collection of our zero-cost NAS and efficient vision applications.

light_head_rcnn

Light-Head R-CNN

lip_jppnet

Code repository for Joint Body Parsing & Pose Estimation Network, T-PAMI 2018

lip_ssl

Code repository for Self-supervised Structure-sensitive Learning, CVPR'17

machine-learning

关于机器学习的内容

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mixformerv2-onnx

MixformerV2 onnx c++ and TensorRT-python version

mobilenet-caffe

Caffe Implementation of Google's MobileNets (v1 and v2)

mobilenet-ssd

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

mobilenet-yolo

A caffe implementation of MobileNet-YOLO detection network

mobilenetv2-ssd

models

Models and examples built with TensorFlow

mprnet

Official repository for "Multi-Stage Progressive Image Restoration" (CVPR 2021). SOTA results for image deblurring, deraining, and denoising.