Rahat Santosh's repositories
autoportrait_seg
Model for automatic portrait segmentation model (aka image matting) to celebrity face(CelebAMask-HQ) dataset.
Concrete_crack_detection
Detection of cracks on images of concrete.
EagleEye
(ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning
vehicle-insurance-claims
NB for the HackerEarth Fast, Furious and Insured: HackerEarth Machine Learning Challenge
Wind_direction_prediction
Wind direction prediction using Apache Spark.
fast-depth
ICRA 2019 "FastDepth: Fast Monocular Depth Estimation on Embedded Systems"
fastai-pytorch-cpp-inference
PyTorch 1.0 inference in C++ using Microsoft Visual Studio
IRR-Template
Template for the Informatics Research Review
Loan_Classification
Predicting client who default on loan, based on HMEQ dataset
mini-AlphaStar
A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II.
one_shot_buildings
One shot learning applied on buildings.
onnx
Open standard for machine learning interoperability
PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
pymarl
Python Multi-Agent Reinforcement Learning framework
pytorch-center-loss
Pytorch implementation of Center Loss
pytorch-data-generator
Template for data generator with PyTorch
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
smac
SMAC: The StarCraft Multi-Agent Challenge