anujshah1003

own_data_cnn_implementation_keras

A complete tutorial on using own dataset to train a CNN from scratch in Keras (TF & Theano Backend)-

Transfer-Learning-in-keras---custom-data

Implementing Transfer Learning for custom data using VGG-16 and Resnet-50

Real_time_Object_detection_TF

This is an implementation of tensor flow object detection API for running it in Real time through Webcam

Tensorboard-own-image-data-image-features-embedding-visualization

Learn how to visualize your own image data or features on Tensorboard Embedding Visualizer

convolution-layer-visualization-VGG-16

A GUI Tool for visualizing the intermediate layer of VGG-16 CNN trained on Imagenet

VQA-Demo-GUI

This repository gives a GUI using PyQt4 for VQA demo using Keras Deep Learning Library. The VQA model is created using Pre-trained VGG-16 Weight for image Features and glove vectors for question Features.

custom_data_generator

This repository is about how you can create your custom data generator/data loader to train your neural network

useful-scripts-for-handling-data

This repository contains some simple and useful scripts that can be helpful for handling data

tf2_embedding_vis_tensorboard

Visualizing embeddings of custom data features using tensorboard in tensorflow 2

pytorchvis

A library to visualize CNN in PyTorch.

dataloaders_in_pytorch_for_different_data_augmentations

self_supervised_learning_pytorch

Bar-Chart-Race-with-Covid-19-Dataset

This repository shows how to create a Bar Chart Race using Covid-19 Dataset

AI_Hands_On

tips_n_tricks

tips and tricks to make our life easier

maths_and_codes

ML_DL_Interview

uncertainty_estimation_tutorial

This repository attempts to understand the concepts of uncertainty estimation.

Waste-Classifier

awesome-mlops

A curated list of references for MLOps

Deep_Learning_References

References for new strategies and network in the field of AI.

fastai-v3

Starter app for fastai v3 model deployment on Render

Github_demo_25

kaggle_wine_review

This repository contains script to predict wine prices based on kaggle wine_review dataset

LearningObjectDetection

Learning object detection concepts

numeric-notes

All the handwritten notes and source code files used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

Programming_DSA_ML

SimpleShapeDataset

A set of simple shape datasets for testing various ML applications

stat479-machine-learning-fs19

Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka at University Wisconsin-Madison

uncertainty_estimate_model_calibration