773 Open source projects that are alternatives of or similar to Pytorch Fcn Easiest Demo

Collection of computer vision models, ready to be included in a JVM project

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥

基于CNN的验证码整体识别

Attention-guided CNN for image denoising(Neural Networks,2020)

Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门，附英文实验报告（ACM模板）

A re-implementation of mtcnn. Joint training, tutorial and deployment together.

The Places365-CNNs for Scene Classification

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

Deep Learning--深度学习

A End to End CNN Model which predicts the steering wheel angle based on the video/image

Implement some models of RGB/RGBD semantic segmentation in PyTorch, easy to run. Such as FCN, RefineNet, PSPNet, RDFNet, 3DGNN, PointNet, DeepLab V3, DeepLab V3 plus, DenseASPP, FastFCN

The code includes all the file that you need in the training stage for FCN

A minimum unofficial implementation of the "A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement" (CRN) using PyTorch

My CS231n lecture notes

Object localization in images using simple CNNs and Keras

DLTK Model Zoo

PyTorch implementation of LeNet-5 with live visualization

[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.

Exploring Cross-Image Pixel Contrast for Semantic Segmentation

This project is an aid to the blind. Till date there has been no technological advancement in the way the blind navigate. So I have used deep learning particularly convolutional neural networks so that they can navigate through the streets.

End-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别

A Unified Convolutional Neural Network Approach of Gesture Recognition and Fingertip Detection.

Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)

Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"

reference tensorflow code for named entity tagging

Object classification with CIFAR-10 using transfer learning

Sarcasm detection on tweets using neural network

Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification

3D Dense Connected Convolutional Network (3D-DenseNet for action recognition)

cnn pruning with tensorflow.

TensorFlow code for finetuning I3D model on UCF101.

lightweight and efficient cnn for semantic segmentation, my blog address:

PyTorch tutorial for learners

A native Tensorflow implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions (2016). Optionally uses the pretrained weights by the authors.

Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

train test labels for sunrgbd

Collections of model quantization algorithms

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

Deep Learning Based Free Mobile Real-Time Face Landmark Detector. Contact:[email protected]

Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade

MobileNet-v2 experimental network description for caffe

基于卷积神经网络的语音识别声学模型的研究

Spatial Pyramid Pooling on top of AlexNet using tensorflow. ***New updates for SPPnet in Pytorch**

Face Landmark Detector based on Mobilenet V1

🌈 📷 Gradient-weighted Class Activation Mapping (Grad-CAM) Demo

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

C++ based toolbox for the SUNCG dataset

A polyfill for Web Neural Network (WebNN) API

convolutional lstm implementation in pytorch

YOLO3 动漫人脸检测 (Based on keras and tensorflow) 2019-1-19

一个移动端跨平台的gpu+cpu并行计算的cnn框架(A mobile-side cross-platform gpu+cpu parallel computing CNN framework)

📚 A collection of papers about Referring Image Segmentation.

Collection of popular and reproducible image denoising works.

Official Implementation of 'Fast AutoAugment' in PyTorch.

CNN, LSTM, NBOW, fasttext 中文文本分类