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The Top 194 Mobilenetv2 Open Source Projects on Github
Categories
>
Machine Learning
>
Mobilenetv2
Pytorch Image Models
⭐
14,949
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Tensorrtx
⭐
3,325
Implementation of popular deep learning networks with TensorRT network definition API
Pytorch Deeplab Xception
⭐
1,708
DeepLab v3+ model in PyTorch. Support different backbones.
Mobilenet Yolo
⭐
1,484
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥
Yolov4 Pytorch
⭐
1,440
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
Mobilenet Caffe
⭐
1,223
Caffe Implementation of Google's MobileNets (v1 and v2)
Face Mask Detection
⭐
1,104
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
Tensornets
⭐
968
High level network definitions with pre-trained weights in TensorFlow
Lightnet
⭐
705
LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
Msnhnet
⭐
513
🔥 (yolov3 yolov4 yolov5 unet ...)A mini pytorch inference framework which inspired from darknet.
Mobilepose
⭐
493
Light-weight Single Person Pose Estimator
Pytorch Mobilenet V3
⭐
481
MobileNetV3 in pytorch and ImageNet pretrained models
Basic_cnns_tensorflow2
⭐
443
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
Mobilenetv2 Ssdlite
⭐
412
Caffe implementation of SSD and SSDLite detection on MobileNetv2, converted from tensorflow.
Coordattention
⭐
356
Code for our CVPR2021 paper coordinate attention
Mobilenetv2.pytorch
⭐
352
72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models
Portrait Segmentation
⭐
310
Real-time portrait segmentation for mobile devices
Mnasnet Pytorch
⭐
251
A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.
Mobilenetv2
⭐
240
A Keras implementation of MobileNetV2.
Centermulti
⭐
239
基于CenterNet训练的目标检测&人脸对齐&姿态估计模型
Lightnetplusplus
⭐
220
LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
Facerecognize For Mobile Phone
⭐
213
适用于移动端的人脸识别模型，计算量与mobilefacenet相同，但megaface上提升了2%+
Retinaface Tf2
⭐
211
RetinaFace (Single-stage Dense Face Localisation in the Wild, 2019) implemented (ResNet50, MobileNetV2 trained on single GPU) in Tensorflow 2.0+. This is an unofficial implementation. With Colab.
Mobilenet V2
⭐
201
A Complete and Simple Implementation of MobileNet-V2 in PyTorch
Mobilenetv2 Yolov3
⭐
199
yolov3 with mobilenetv2 and efficientnet
Face Alignment Mobilenet V2
⭐
180
Face Alignment by Mobilenetv2
Mobilenetv2
⭐
137
Mxnet Mobilenet V2
⭐
128
Reproduction of MobileNetV2 using MXNet
Object Localization
⭐
124
Object localization in images using simple CNNs and Keras
Yolov5_tf
⭐
118
Yolov5/Yolov4/ Yolov3/ Yolo_tiny in tensorflow
Deeplabv3_mobilenetv2_pytorch
⭐
109
A PyTorch Implementation of MobileNetv2+DeepLabv3
Mobilenet Ssd Windows
⭐
92
Deep Learning Training Gui
⭐
89
Train and predict your model on pre-trained deep learning models through the GUI (web app). No more many parameters, no more data preprocessing.
Hbonet
⭐
87
[ICCV 2019] Harmonious Bottleneck on Two Orthogonal Dimensions
Rmnet
⭐
87
RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.
Mobile Segmentation
⭐
86
Real-time semantic image segmentation on mobile devices
Mobilenet V2 Caffe
⭐
84
MobileNet-v2 experimental network description for caffe
Keras Oneclassanomalydetection
⭐
79
[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.
Yolov3
⭐
77
yolov3 by pytorch
Captcha_trainer_pytorch
⭐
75
基于MobileNetV2/EfficientNet-b0/... + LSTM + CTC的不定长图像识别训练pytorch框架
Poseestimation Tfliteswift
⭐
72
The baseline project for inferencing various Pose Estimation tflite models with TFLiteSwift on iOS
Mobilenet V2
⭐
72
Repository for "Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation".
Mobilevit Pytorch
⭐
69
Unofficial PyTorch implementation of MobileViT.
Ssds_pytorch
⭐
68
Multiple basenet MobileNet v1,v2, ResNet combined with SSD detection method and it's variants such as RFB, FSSD etc.
Mobilenet V2 Tensorflow
⭐
65
Tpu Mobilenetssd
⭐
62
Edge TPU Accelerator / Multi-TPU + MobileNet-SSD v2 + Python + Async + LattePandaAlpha/RaspberryPi3/LaptopPC
Efficientnet Jax
⭐
60
EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax
Mask Yolo
⭐
59
Inspired from Mask R-CNN to build a multi-task learning, two-branch architecture: one branch based on YOLOv2 for object detection, the other branch for instance segmentation. Simply tested on Rice and Shapes. MobileNet supported.
Convnets Tensorflow2
⭐
58
⛵️ Implementation a variety of popular Image Classification Models using TensorFlow2. [ResNet, GoogLeNet, VGG, Inception-v3, Inception-v4, MobileNet, MobileNet-v2, ShuffleNet, ShuffleNet-v2, etc...]
Image Classification Pytorch
⭐
57
Learning and Building Convolutional Neural Networks using PyTorch
Document Image Unwarping Pytorch
⭐
55
Pytorch implementation and extension of "DocUnet: Document Image Unwarping via A Stacked U-Net"
Mnist Baselines
⭐
45
Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project
Image Forgery Using Deep Learning
⭐
44
Image Forgery Detection using Deep Learning, implemented in PyTorch.
Tensorflow_model_slim_classify
⭐
41
Train/Eval the popular network by TF-Slim,include mobilenet/shufflenet/squeezenet/resnet/inception/vgg/alexnet
Yolo3_tensorflow
⭐
40
yolo3 implement by tensorflow， including mobilenet_v1, mobilenet_v2
Picsarthack Binary Segmentation
⭐
39
Segmenting people on photos using IOS devices [Pytorch; Unet]
Mobilenetv2_deeplabv3_pytorch
⭐
34
Try to implement deeplab v3+ on pytorch according to offical demo.
Eye_vr_segmentation
⭐
33
AR/VR Eye Semantic Segmentation - Rank 5th/17 - OpenEDS 2019
Pyro Vision
⭐
32
Computer vision library for wildfire detection
Caffe Mobilenet_v2
⭐
30
caffe based mobilenet v2 deploy
Openvino Deeplabv3
⭐
30
[4-5 FPS / Core m3 CPU only] [11 FPS / Core i7 CPU only] OpenVINO+DeeplabV3+LattePandaAlpha/LaptopPC. CPU / GPU / NCS. RealTime semantic-segmentaion. Python3.5+Tensorflow v1.11.0+OpenCV3.4.3+PIL
Mobilenet_v2_keras
⭐
27
Tata_innoverse_solverhunt8
⭐
25
Tata_Innoverse_SolverHunt8 Submission , Real time face mask detection and social distancing detector
Mobilenets Ssd Pytorch
⭐
25
MobileNet-SSD, MobileNetV2-SSD/SSDLite on VOC, BDD100K Datasets.
Retrain Mobilenet For The Web
⭐
22
Retrain a MobileNet V1 or V2 model and use it in the browser with TensorFlow.js
Tensormonk
⭐
20
A collection of deep learning models (PyTorch implemtation)
Ssd_mobilenet
⭐
19
SSD: Single Shot MultiBox Detector | a PyTorch Model for Object Detection | VOC , COCO | Custom Object Detection
Indoor Segmentation Android
⭐
18
indoor segmentation - indoor semantic segmentation Android using Deeplabv3 MobileNetV2 trained with ADE20K dataset
Pytorch Fast Neural Style Mobilenetv2
⭐
18
Fast neural style with MobileNetV2 bottleneck blocks
Deepanomalydetection_benchmark
⭐
15
Benchmark for DeepLearning anomaly detection
Tflite Tester
⭐
15
Example project showing how we can compare TensorFlow and TensorFlow Lite models
San
⭐
15
[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images
Mobilepose Pi
⭐
14
MobilePose deployment for Raspberry Pi
Tf Faster Rcnn
⭐
14
Tensorflow 2 Faster-RCNN implementation from scratch supporting to the batch processing with MobileNetV2 and VGG16 backbones
Sensai
⭐
13
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
Fully Learnable Group Convolution.pytorch
⭐
13
Implementation of "Fully Learnable Group Convolution for Acceleration of Deep Neural Networks", CVPR'19
Mask_recognition
⭐
12
基于 MobileNetV2 的人脸口罩检测识别
Face Mask Detection Pytorch
⭐
12
A real-time face mask detector based on computer vision and deep learning, created using Pytorch and OpenCV
Mobilenet V2 Mxnet
⭐
11
Mxnet Implementation of Google's MobileNets v2
Whatsthere
⭐
10
Pytorch based Android app, which classifies images using MobileNet-V2 model, takes image using CameraX API
Hand Keypoint Estimation
⭐
9
手部21点关键点检测
Blindassist Scripts
⭐
9
📝 Scripts to generate the BlindAssist Core ML model
Face Attributes Mxnet
⭐
8
The project mainly forcus on using recordIO to pack images and transforming learning for object classification.
Mobilenetv2_tf
⭐
8
Tensorflow implementation for Google's MobileNetv2
Okayface
⭐
8
Face things on Android
Humanface Mask Detector
⭐
8
Build, train and deploy a complete human face mask detector using tensorflow.keras and opencv
Dcase2021_task2_baseline_mobile_net_v2
⭐
7
MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.
Humanseg.pytorch
⭐
7
Human segmentation project(pytorch)
Pytorch_deeplab
⭐
7
Here is an implementation of DeepLabv3+ in PyTorch(1.7). It supports many backbones and datasets.
Mobilenet_segmentation
⭐
7
Binary semantic segmentation with UNet based on MobileNetV2 encoder
Mobilenetv2 Dynamicfpn
⭐
7
MobileNetV2 architecture combined with a dynamically generated Feature Pyramid Network
Faster_rcnn_sku110
⭐
7
VoVNet, MobileNet, ShuffleNet, HarDNet backbone networks and SKU-110K dataset for detectron2
Mmdetection_mobilenet
⭐
7
copy and update the mobilenetv2_ssd from [mmdetect](https://github.com/open-mmlab/mmdetection)
Gan Augmented Pet Classifier
⭐
7
Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection - Paper Implementation and Supplementary Materials
Mobilenetv3_vs_v2
⭐
7
Benchmark MobileNet V3 vs V2.
Deepeye
⭐
6
A POC project for OpenCV Spatial AI Competition
Face Mask Detection And Alert System
⭐
6
The objective of this project is to detect the presence of a face mask on human faces on live streaming video as well as on images and alert the authority to take action on those who'r not wearing mask.
Tf Ssd
⭐
6
Tensorflow 2 single shot multibox detector (SSD) implementation from scratch with MobileNetV2 and VGG16 backbones
Weakly Anomaly Detection
⭐
6
3d_den
⭐
5
M.Sc Thesis - 3D_DEN: Open-ended 3D Object Recognition using Dynamically Expandable Networks
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