DM's repositories
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Face_Attention_Network
Pytorch implementation of face attention network
fastai
The fastai deep learning library, plus lessons and and tutorials
gans-awesome-applications
Curated list of awesome GAN applications and demo
gym
A toolkit for developing and comparing reinforcement learning algorithms.
imutils
A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.
knowledge
Everything I know. My knowledge wiki. My notes (mostly for fast.ai). Document everything. Brain dump.
M2Det
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network
Mask-RCNN-Pedestrian-Detection
Mask-RCNN based Real Time pedestrian detection
mpc.pytorch
A fast and differentiable model predictive control (MPC) solver for PyTorch.
netron
Visualizer for deep learning and machine learning models
Occluded-Object-Detection
Occluded object detection using Mask-RCNN and YOLOv2. This project was submitted in iHack Hackathon at IIT Bombay 2019.
onnx
Open Neural Network Exchange
plantcv
Plant image analysis using OpenCV
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pytext
A natural language modeling framework based on PyTorch
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
pytorch-generative-adversarial-networks
A very simple generative adversarial network (GAN) in PyTorch
pytorch-generative-model-collections
Collection of generative models in Pytorch version.
pytorch_tiramisu
FC-DenseNet in PyTorch for Semantic Segmentation
requests-for-research
A living collection of deep learning problems
SegNet
Semantic Segmentation using SegNet implemented in PyTorch
SelfDrivingCarProjects-ND
This is a centralized repo for various projects on Deep Learning, Computer Vision, Sensor Fusion, Path Planning etc. for the Udacity Self Driving Car Nanodegree
super-resolution
collection of super-resolution models & algorithms
tensorspace
Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js
torch7
http://torch.ch
vlfeat
An open library of computer vision algorithms
yaml-cpp
A YAML parser and emitter in C++