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attention-ocr

Visual Attention based OCR

awesome-action-recognition

A curated list of action recognition and related area resources

bundlefusion

[Siggraph 2017] BundleFusion: Real-time Globally Consistent 3D Reconstruction using Online Surface Re-integration

caffe

Ristretto: Caffe-based approximation of convolutional neural networks.

caffe-model

Caffe models (includimg classification, detection and segmentation) and deploy files for famouse networks

channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks

cnndroid

Open Source Library for GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android

cv-datasets

Collection of open datasets in computer vision.

danet

Dual Attention Network for Scene Segmentation (CVPR2019)

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

dataset-api

The ApolloScape Open Dataset for Autonomous Driving and its Application.

deep-camera-relocalization

VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization, Geometric loss functions for camera pose regression with deep learning, PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization

deep-learning-models

Keras code and weights files for popular deep learning models.

efficientnet-pytorch

A PyTorch implementation of EfficientNet

faster-rcnn_tf

Faster-RCNN in Tensorflow

gesture-recognition

Gesture recognition neural network to classify various hand gestures

gitskills

incremental-network-quantization

Caffe Implementation for Incremental network quantization

inq

keras-oneclassanomalydetection

[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.

keras-resnet

Residual networks implementation using Keras-1.0 functional API

keras-retinanet

Keras implementation of RetinaNet object detection.

learngit

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lowrankcnn

Low-rank convolutional neural networks

mask_rcnn

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

mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

mobilenet

MobileNet build with Tensorflow

models

Models and examples built with TensorFlow