Balraj Ashwath's repositories

AlphaPose

Real-Time Multi-Person Pose Estimation System

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caffe-tensorflow

Caffe models in TensorFlow

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cityscapesScripts

README and scripts for the Cityscapes Dataset

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CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

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darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

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darknet

Convolutional Neural Networks

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data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

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DeepHDR

This is the implementation for Deep High Dynamic Range Imaging with Large Foreground Motions (ECCV'18)

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deeplab_v3

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN

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Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

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Fall2018-tutorials

Tutorials for Fall 2018

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fast-neural-style

Feedforward style transfer

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faster_rcnn_pytorch

Faster RCNN with PyTorch

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jetson-inference

Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

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Keras-GAN

Keras implementations of Generative Adversarial Networks.

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Lasagne

Lightweight library to build and train neural networks in Theano

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lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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models

Models and examples built with TensorFlow

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py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

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self-driving-car

The Udacity open source self-driving car project

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tensorflow-deeplab-v3-plus

DeepLabv3+ built in TensorFlow

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TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

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TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

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tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

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tesseract

Tesseract Open Source OCR Engine (main repository)

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tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

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tf_unet

Generic U-Net Tensorflow implementation for image segmentation

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TFSegmentation

RTSeg: Real-time Semantic Segmentation Comparative Study

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