Nikunj Patel's repositories
3d-pose-baseline
A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.
AdversarialNetsPapers
The classical papers and codes about generative adversarial nets
CBCL_FasterRCNN_MATLAB
Module to train a faster RCNN using the MIT CBCL dataset for vehicle detection, using MATLAB
coding-interview-university
A complete computer science study plan to become a software engineer.
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.
DeepRL-Agents
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
FastMaskRCNN
Mask RCNN in TensorFlow
gans-awesome-applications
Curated list of awesome GAN applications and demo
Generative-Adversarial-Network-Tutorial
Tutorial on creating your own GAN in Tensorflow
Machine-Learning-Links-And-Lessons-Learned
List of all the lessons learned, best practices, and links from my time studying machine learning
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Misc
learning
openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation
papers
:paperclip: Summaries of papers on deep learning
practicalAI
📚A practical approach to learning machine learning.
Realtime_Multi-Person_Pose_Estimation
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
Tensorflow-Programs-and-Tutorials
Implementations of CNNs, RNNs, GANs, etc
tf-pose-estimation
Deep Pose Estimation implemented using Tensorflow with Custom Architecture for fast inference.
tf-workshop-series-fall17
Fall 2017 edition of Tensorflow Workshop Series
UCLA-Course-Notes
All my notes from the classes I've taken at UCLA