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bird_detection

Bird detection project using dataset from Caltech

brest_cancer_kaggle

Brest cancer detection using CV and scan images.

c-programs

All the concepts of basic data structures like array and different sorting algorithms implemented in C Programming.

c_plus_plus_learning

C++ basic code and learning parts.

c_plus_plus_program

Having some C++ programming practice and how it helps in way for self driving cars

camera_calibration

Camera calibration using opencv with explanation and how it actually works.

cis_deep_solar

Deep solar project analytics and machine learning.

contrail_segmentation

Google contrail detection

covid_19_nlp

custom_model_implementation

Custom models build upon in tensor flow and PyTorch

cyber_security_competition

Security repository for cal poly pomona. This is the project which won first price at Cal Poly Pomona for Cyber security competition 2019.

data_cleaning_library_data

Data cleaning with very complex dataset.

deep_fake_kaggle

This repo deep fake gaggle competition.

dogs_cats

Convolutional neural networks using DNN to classify images between dogs and cats. Implemented VGG16 pre trained models, and created Flask API calls to get predictions.

dolphin_classification

Classification datasets from Kaggle competition dataset

ehr

Electronic health records project.

face_gen_ai

Generative models and eval for face datasets

feature_based_knn

Classify images in different classes based on features

gans

Synthetic data generation models

google_sign_detection

Google sign language competition data

helper_functions_cv

Different kinds of helper functions for tensor flow to printing datasets and other wide range of options.

image_data_preprocess

Just file to make to reproducible.

image_similarity

Image similarity model and using CNN as feature extractor.

important_python_programs

Some important and noteworthy python programs.

mayo_strip_ai

Kaggle competition for mayo strip ai.

melanoma_image_classification

Computer vision application for melanoma image classification. Using TPUs and CNNs.

ml_math

This repo is created to understand core math behind NN and general ML as well.

mlflow

Testing some mlflow experiments.

numpy_learning

Learning of numpy code and respective in python