mhiyer
I consider myself an eternal student- I love to learn. I am interested in logic and reasoning and its relationship with Machine Learning. Have a blessed day.
Pinned Repositories
Car-Model-Classification
Car Model classification using Stanford Cars Dataset for Grab AI For Sea challenge on computer vision (https://www.aiforsea.com/computer-vision)
Car-Recognition
Car Recognition with Deep Learning
coco-annotations-to-xml
Convert COCO annotations to xml format
coco_dataset_categories
Get the list of COCO categories present in the train and val images
Cutout
2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552
imagenet-hierarchy-from-wordnet
Observe the supercategory for each ImageNet category
map_singapore_postal_codes_to_regions
Given Singapore postal codes, map them to one of five regions - North, South, East, West and North-East
Seattle-Airbnb-Open-Data
Analyse Seattle Airbnb data.
yolov1_pytorch
Train and test YOLOv1 in PyTorch
mhiyer's Repositories
mhiyer/coco-annotations-to-xml
Convert COCO annotations to xml format
mhiyer/imagenet-hierarchy-from-wordnet
Observe the supercategory for each ImageNet category
mhiyer/map_singapore_postal_codes_to_regions
Given Singapore postal codes, map them to one of five regions - North, South, East, West and North-East
mhiyer/yolov1_pytorch
Train and test YOLOv1 in PyTorch
mhiyer/Car-Model-Classification
Car Model classification using Stanford Cars Dataset for Grab AI For Sea challenge on computer vision (https://www.aiforsea.com/computer-vision)
mhiyer/Car-Recognition
Car Recognition with Deep Learning
mhiyer/coco_dataset_categories
Get the list of COCO categories present in the train and val images
mhiyer/Cutout
2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552
mhiyer/Datascience-Demo
Portfolio Project
mhiyer/Decision-Trees
Decision Trees Implementation using Python3
mhiyer/fast-reid
SOTA Re-identification Methods and Toolbox
mhiyer/ggplot_in_python
Visualize data with the Python version of ggplot!
mhiyer/heuristics
Copilot assisted algorithms and heuristics
mhiyer/instance_based_learning
Develop instance based learning models using Python3
mhiyer/keras-yolo2
Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
mhiyer/linear_regression
Linear Regression using gradient descent in Python3
mhiyer/linear_regression_python
Linear Regression Programming Exercise - from Andrew Ng's 'Machine Learning' Coursera course - written in Python
mhiyer/logistic_regression
Logistic Regression using Python3 - specifically using scipy's optimization modules to obtain the parameters.
mhiyer/mhiyer.github.io
About Me - Mithila Harish
mhiyer/mish
Mish Deep Learning Activation Function for PyTorch / FastAI
mhiyer/mithilaiyer.github.io
About Me - Mithila Harish
mhiyer/ML-Helper-Codes
Helper codes for machine learning problems. Written in Python3
mhiyer/perceptron_learning
Perceptron learning algorithm in Python3
mhiyer/PMG-Progressive-Multi-Granularity-Training
Code release for Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches (ECCV2020)
mhiyer/pytorch-retinanet
Pytorch implementation of RetinaNet object detection.
mhiyer/sampling_methods_with_pandas
Different ways to sample a pandas dataframe using Python3
mhiyer/shuffle_pandas_dataframe
Shuffle a pandas dataframe without much fuss
mhiyer/simple_encoder_keras
A simple encoder neural network- created using Keras- to convert an 8 bit representation to 3 bit.
mhiyer/stanford-cars
Learning computer vision by striving to maximise accuracy on the Stanford Cars dataset
mhiyer/torch-tresnet
Packaged TResNet based on Official PyTorch Implementation