saitejamalyala Goto Github PK

8051

a-deep-path-planning-algorithm-based-on-cnns-for-perception-images

Modified A-star algorithm combined with CNNs to solve pathplanning problem for inputs of perception images.

airsimtensorflow

A simple example of using Microsoft AirSim to train a TensorFlow neural net on collision avoidance

alpaca.cpp

Locally run an Instruction-Tuned Chat-Style LLM

awesome-compose

Awesome Docker Compose samples

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-tflite

A curated list of awesome TensorFlow Lite models, samples, tutorials, tools and learning resources.

bitplane_extracted_mod

Bit plane extracted moving object detection using frame comparison, also consists of conventional methods like Frame differencing and optical flow

community-events

Place where folks can contribute to 🤗 community events

deepway

Official TensorFlow code for the paper "DeepWay: a Deep Learning Waypoint Estimator for Global Path Generation".

diabetic_retinopathy

Disease Grading: Classification of fundus images according to the severity level of diabetic retinopathy Using Convolutional Neural Networks.

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

dsa

end2end_ml

End to End machine learning workflow

fluidx3d

The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs via OpenCL.

gears

gitignore

A collection of useful .gitignore templates

har

Human activity recognition Using Recurrent Neural Networks. To classify human activities into 3 static activities, 3 dynamic activities and 6 postural transitions.

haystack

:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-4, ChatGPT and alike). Haystack offers production-ready tools to quickly build complex decision making, question answering, semantic search, text generation applications, and more.

hello-ff

injecttfparallel

InjectTFParallel is a python based software that helps to test the reliability of non-sequential deep learning models. Hardware faults like bit flips, flip to all zeroes can be simulated with the help of this software. One can specify the layer name where the fault is to be injected, fault type and probability of fault injection in a configuration file in yaml format. The model is evaluated with the fault injected into the specified layer and accuracy, loss and confusion matrix is computed. Intermediate layer outputs can also be visualized, so as to get better understanding of the overall behavior of the model while injecting fault.

intermediatecprogramming

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

jaxton

100 exercises to learn JAX

jobsalaryprediction

End 2 end machine learning project using a sample dataset from kaggle/adzuna

kittiseg_tf_v1_pt27

A Kitti Road Segmentation model implemented in tensorflow.

labelimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

magenta

Magenta: Music and Art Generation with Machine Intelligence

mobile_computing