All Projects → cenkcorapci → fashion-parser

cenkcorapci / fashion-parser

Licence: MIT license
Fashion item segmentation with deep learning

Programming Languages

python
139335 projects - #7 most used programming language

Projects that are alternatives of or similar to fashion-parser

Deep Unet For Satellite Image Segmentation
Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet
Stars: ✭ 227 (+931.82%)
Mutual labels:  image-segmentation, keras-tensorflow
Segmentation models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Stars: ✭ 3,575 (+16150%)
Mutual labels:  image-segmentation, keras-tensorflow
Fashion-Clothing-Parsing
FCN, U-Net models implementation in TensorFlow for fashion clothing parsing
Stars: ✭ 29 (+31.82%)
Mutual labels:  fashion, fashion-parsing
Keras Unet
Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks
Stars: ✭ 196 (+790.91%)
Mutual labels:  image-segmentation, keras-tensorflow
Brain-MRI-Segmentation
Smart India Hackathon 2019 project given by the Department of Atomic Energy
Stars: ✭ 29 (+31.82%)
Mutual labels:  image-segmentation, keras-tensorflow
mliis
Code for meta-learning initializations for image segmentation
Stars: ✭ 21 (-4.55%)
Mutual labels:  image-segmentation
FCN-Segmentation-TensorFlow
FCN for Semantic Image Segmentation achieving 68.5 mIoU on PASCAL VOC
Stars: ✭ 34 (+54.55%)
Mutual labels:  image-segmentation
One-Shot-Learning
Matching Networks Tensorflow 2 Implementation for few-shot AD diagnosis
Stars: ✭ 22 (+0%)
Mutual labels:  keras-tensorflow
superpixels-segmentation
Research internship - Image segmentation by superpixels based on PyTorch
Stars: ✭ 15 (-31.82%)
Mutual labels:  image-segmentation
Paper Note
📚 记录一些自己读过的论文与笔记
Stars: ✭ 22 (+0%)
Mutual labels:  image-segmentation
Deep-Learning-Course
Deep Learning with TensorFlow and Keras
Stars: ✭ 13 (-40.91%)
Mutual labels:  keras-tensorflow
GestureAI
RNN(Recurrent Nerural network) model which recognize hand-gestures drawing 5 figures.
Stars: ✭ 20 (-9.09%)
Mutual labels:  keras-tensorflow
keras-yolo3-facedetection
Real-time face detection model using YOLOv3 with Keras
Stars: ✭ 13 (-40.91%)
Mutual labels:  keras-tensorflow
stocktwits-sentiment
Stocktwits market sentiment analysis in Python with Keras and TensorFlow.
Stars: ✭ 23 (+4.55%)
Mutual labels:  keras-tensorflow
basicwardrobe.info
A website to help you establish a wardrobe.
Stars: ✭ 23 (+4.55%)
Mutual labels:  fashion
TrackNet-Badminton-Tracking-tensorflow2
TrackNet for badminton tracking using tensorflow2
Stars: ✭ 37 (+68.18%)
Mutual labels:  image-segmentation
color cloth
color_cloth gets the main colors and its proportions from a cloth image ignoring the background, it uses the EM algorithm from OpenCV library, the algorithm needs an image with an item in the center of the picture.
Stars: ✭ 20 (-9.09%)
Mutual labels:  fashion
Entity
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
Stars: ✭ 313 (+1322.73%)
Mutual labels:  image-segmentation
U-Net
U-Net: Convolutional Networks for Image Segmentation by TensorFlow
Stars: ✭ 19 (-13.64%)
Mutual labels:  image-segmentation
Image Processing
Image Processing techniques using OpenCV and Python.
Stars: ✭ 112 (+409.09%)
Mutual labels:  image-segmentation

fashion-parser

ForTheBadge built-with-science

License: MIT GitHub last commit

Fashion segmentation based on Matterport's mask r-cnn implementation using imaterialist-fashion-2019-FGVC6 data set.

Usage

  • Edit commons/config.py for workspace details, folder paths etc.
  • Hyper parameters are set in commons/fashion_config.py which is inherited from Matterport's config
  • Use experiment.py to train and create a submission file;
python experiment.py --epochs <number of epochs> --val_split <between 0 - 1, ratio of validation samples>

Example Results

Alt text Alt text

TODO

  • Switch to Keras
  • Change to Mask R-CNN
  • Update Readme
  • Serve with Flask
Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].