harshthaker
computer vision, deep learning, ai, robotics, neural networks, swift, ios
CoRoWarsaw, Poland
Pinned Repositories
Akshar
Free, Open Source Gujarati Language Characters Small Dataset For Deep Learning
albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
car-sides-classifier
car sides classifier using FCNN in tensorflow.
fastai
The fast.ai deep learning library, lessons, and tutorials
gen_sample_data
This Python script helps you generate sample train, validation data from the data.
keras
Deep Learning for humans
react-native-ml-app
End-to-end example of training, exporting and deploying a fastai model to a native iOS app
split_data_percent
Python script to split data into 70% train, 15% validation, 15% test parts.
split_data_percent_2
This scripts splits data into train, validation and test. Important difference from the previous script is that here images are in a single directory with no directories with class labels. Image filenames contain image ids. Labels are given separately in a CSV file.
yolov8face
Yolov8face is a Python wrapper of Ultrlytics that simplifies the process of detecting faces in images using the yolov8n-face model. It takes care of model downloading, loading and postprocessing, allowing you to detect faces in images with just a few lines of code.
harshthaker's Repositories
harshthaker/car-sides-classifier
car sides classifier using FCNN in tensorflow.
harshthaker/fastai
The fast.ai deep learning library, lessons, and tutorials
harshthaker/gen_sample_data
This Python script helps you generate sample train, validation data from the data.
harshthaker/keras
Deep Learning for humans
harshthaker/conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
harshthaker/deep-visualization-toolbox
DeepVis Toolbox
harshthaker/Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
harshthaker/digit-recognizer
MNIST digit recognizer using softmax regression with tensorflow.
harshthaker/digit-recognizer-CNN
MNIST digit recognizer using CNN with tensorflow.
harshthaker/download_data_from_json
Python function to download train, validation, test data from json files.
harshthaker/gans-awesome-applications
Curated list of awesome GAN applications and demo
harshthaker/HelloWorld
Temporary!
harshthaker/ImageViewer-Swift3
harshthaker/learnopencv
Learn OpenCV : C++ and Python Examples
harshthaker/LSTM-Human-Activity-Recognition
Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).
harshthaker/lucid
A collection of infrastructure and tools for research in neural network interpretability.
harshthaker/make_dirs
To build directories/folders with the names of array elements in python.
harshthaker/mandelbrot-example
Mandelbrot tensorflow example code - save the output image.
harshthaker/models
Models and examples built with TensorFlow
harshthaker/PDE
Partial Differential Equations rain drop example tensorflow - save ouput image using scipy.
harshthaker/play-audio-file
Program to play audio file in C++
harshthaker/png_to_jpg
Python script to convert bulk png images to jpg for data science practices.
harshthaker/raccoon_dataset
The dataset is used to train my own raccoon detector and I blogged about it on Medium
harshthaker/resnet50-keras-car-sides
Car sides classification using pretrained ResNet50 model in keras.
harshthaker/Rubiks
Counting the number of visible colours on rubik's cube image using opencv.
harshthaker/Scene-Text-Understanding
OCR, Scene-Text-Understanding, Text Recognition
harshthaker/scikit-learn
scikit-learn: machine learning in Python
harshthaker/swift
The Swift Programming Language
harshthaker/tensorflow
Computation using data flow graphs for scalable machine learning
harshthaker/test-tensorflow-models
Script used to test the model that is trained using tensorflow.