Balraj Ashwath's repositories
awesome-satellite-imagery-datasets
List of satellite imagery datasets with annotations for computer vision and deep learning
30-seconds-of-python-code
Python implementation of 30-seconds-of-code
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
cs231n.github.io
Public facing notes page
DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
document_cluster
A guide to document clustering in Python
face_classification
Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.
keras_to_tensorflow
General code to convert a trained keras model into an inference tensorflow model
lectures-labs
Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay
maskrcnn-benchmark
Fast, modular reference implementation of Semantic Segmentation and Object Detection algorithms in PyTorch.
nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
raster-vision
An open source framework for deep learning on satellite and aerial imagery.
raster-vision-examples
Examples of using Raster Vision on open datasets
scikit-learn
scikit-learn: machine learning in Python
spacy-notebooks
💫 Jupyter notebooks for spaCy examples and tutorials
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
tensorflow-deeplab-resnet
DeepLab-ResNet rebuilt in TensorFlow
tensorflow-plot
📈 TensorFlow + Matplotlib as TF ops
Vehicle-Detection-and-Tracking
Vehicle detection using Tensorflow Object Detection API and tracking using Kalman-filtering