Pinned Repositories
Alexnet
Implementation of Alexnet model.
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
Mask_RCNN
traffic_light_detection
vehicle-insurance-claims
NB for the HackerEarth Fast, Furious and Insured: HackerEarth Machine Learning Challenge
Wind_direction_prediction
Wind direction prediction using Apache Spark.
ZFNet
Implementation of the ZFNet model and convnet visualization.
rahatsantosh's Repositories
rahatsantosh/autoportrait_seg
Model for automatic portrait segmentation model (aka image matting) to celebrity face(CelebAMask-HQ) dataset.
rahatsantosh/ZFNet
Implementation of the ZFNet model and convnet visualization.
rahatsantosh/Alexnet
Implementation of Alexnet model.
rahatsantosh/Concrete_crack_detection
Detection of cracks on images of concrete.
rahatsantosh/EagleEye
(ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning
rahatsantosh/Mask_RCNN
rahatsantosh/traffic_light_detection
rahatsantosh/vehicle-insurance-claims
NB for the HackerEarth Fast, Furious and Insured: HackerEarth Machine Learning Challenge
rahatsantosh/Wind_direction_prediction
Wind direction prediction using Apache Spark.
rahatsantosh/epymarl
An extension of the PyMARL codebase that includes additional algorithms and environment support
rahatsantosh/fast-depth
ICRA 2019 "FastDepth: Fast Monocular Depth Estimation on Embedded Systems"
rahatsantosh/fastai-pytorch-cpp-inference
PyTorch 1.0 inference in C++ using Microsoft Visual Studio
rahatsantosh/ipf_severity_detection
rahatsantosh/IRR-Template
Template for the Informatics Research Review
rahatsantosh/Loan_Classification
Predicting client who default on loan, based on HMEQ dataset
rahatsantosh/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.
rahatsantosh/one_shot_buildings
One shot learning applied on buildings.
rahatsantosh/onnx
Open standard for machine learning interoperability
rahatsantosh/PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
rahatsantosh/pymarl
Python Multi-Agent Reinforcement Learning framework
rahatsantosh/pytorch-center-loss
Pytorch implementation of Center Loss
rahatsantosh/pytorch-data-generator
Template for data generator with PyTorch
rahatsantosh/PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
rahatsantosh/smac
SMAC: The StarCraft Multi-Agent Challenge