Burhan's repositories
heading-date-estimation
Implementation of "Automatic Estimation of Heading Date of Paddy Rice using Deep Learning"
awesome-image-classification
A curated list of deep learning image classification papers and codes
network_extraction
Software package for the automatic extraction of network data (graphs) from images.
examples
TensorFlow examples
image-processing
Functions related to image processing
autoencoder_classifier
Autoencoder model for rare event classification
HCNCCode
Source codes of "Hierarchical Projective Invariant Contexts for Shape Recognition"
PConv2D_Keras
Keras implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions" [Liu et al. 2018]
SVM-classification-localization
HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS
have-fun-with-machine-learning
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
imbalance_class_sklearn
Address imbalance classes in machine learning projects.
kmeans_smote
Oversampling for imbalanced learning based on k-means and SMOTE
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Plant-Leaf-Identification
Identification of plants through plant leaves on the basis of their shape, color and texture features using digital image processing techniques
herbarium_comp
Herbarium Challenge 2019 - FGVC6
educate-resource-for-machine-learning
This ebook from Jason Brownlee. Educational perpose only! Thanks to Jason for the books.
keras-deeplab-v3-plus
Keras implementation of Deeplab v3+ with pretrained weights
models
Models and examples built with TensorFlow
pix2pix-tensorflow
Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
playground
Play with neural networks!
unet
unet for image segmentation
XNet
CNN implementation for medical X-Ray image segmentation
PyImageSearch-Gurus-Course
Learning computer vision
scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
cs228-material
Teaching materials for the probabilistic graphical models and deep learning classes at Stanford
deep-learning-with-keras-notebooks
Jupyter notebooks for using & learning Keras