824 Open source projects that are alternatives of or similar to Flownet2

Dockerfile and runscripts for DispNet and FlowNet1 (estimation of disparity and optical flow)

Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)

Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"

A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)

C++ project to implement MTCNN, a perfect face detect algorithm, on different DL frameworks. The most popular frameworks: caffe/mxnet/tensorflow, are all suppported now

Oriented Response Networks, in CVPR 2017

Heterogeneous Run Time version of Caffe. Added heterogeneous capabilities to the Caffe, uses heterogeneous computing infrastructure framework to speed up Deep Learning on Arm-based heterogeneous embedded platform. It also retains all the features of the original Caffe architecture which users deploy their applications seamlessly.

Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction

The Convolutional Neural Network(CNN) for Android

MTCNN with Motion Detection, on Raspberry Pi with Love

Caffe implementation for "Guided Optical Flow Learning"

[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.

Caffe to VHDL

MobileNet-v2 experimental network description for caffe

pytorch implementation of "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume"

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

Optimized (for size and speed) Caffe lib for iOS and Android with out-of-the-box demo APP.

Noise-Tolerant Paradigm for Training Face Recognition CNNs

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

DeMoN: Depth and Motion Network

Detect and recognize the faces from camera / 调用摄像头进行人脸识别，支持多张人脸同时识别

The repository includes Notebook files and documents of the course I completed in NVIDIA Deep Learning Institute. Feel free to acess and work with the Notebooks and other files.

Code for Tensorflow Machine Learning Cookbook

Medical image preprocessing and augmentation toolkit for deep learning

Keras version of Realtime Multi-Person Pose Estimation project

Discriminative Unsupervised Feature Learning with Convolutional Neural Networks

Setup and customize deep learning environment in seconds.

采用CNN将高分辨率灰度图像和低分辨率彩色图像合成为高分辨率彩色图像的图像融合算法

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

GUI based Smart Sudoku Solver that tries to extract a sudoku puzzle from a photo and solve it

Fast Shadow Detection from a Single Image Using a Patched CNN

Original Caffe Version for LightCNN-9. Highly recommend to use PyTorch Version (https://github.com/AlfredXiangWu/LightCNN)

Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Network复现

VGG 19 Layers Deep Network

Evaluation of the CNN design choices performance on ImageNet-2012.

Network estimating 3D Handpose from single color images

A caffe implementation of MobileNet-YOLO detection network

Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)

Implementation of papers for text classification task on DBpedia

Cache design for CNN on mobile

Implementation of Quickdraw - an online game developed by Google

Deep Metric Learning

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

Joint Detection and Identification Feature Learning for Person Search

Python library to easily log experiments and parallelize hyperparameter search for neural networks

Source code for the 2019 IEEE TIFS paper "PalmNet: Gabor-PCA Convolutional Networks for Touchless Palmprint Recognition"

Deepfakes Video classification via CNN, LSTM, C3D and triplets

A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.

Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras

Video++, a C++14 high performance video and image processing library.

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

CNN visualization tool in TensorFlow

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]

Data augmentation for NLP, presented at EMNLP 2019

SincNet is a neural architecture for efficiently processing raw audio samples.

Exercise notebooks for CVND.