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Manikant Kella's Projects

accel-brain-code icon accel-brain-code

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

accessai icon accessai

Be able to access an AI no matter if you have internet or not!

accident-detection-app icon accident-detection-app

Repository for all the code and files concerning the Accident Prevention and Detection App (EC601 Product Design).

accident-detection-on-indian-roads icon accident-detection-on-indian-roads

Automatic incident detection on Indian Roads using Artificial Intelligence. Model is trained using Tensorflow object detection API. Use of model after training in Python script as well as in Android application is also demonstrated in this project.

accident-monitoring icon accident-monitoring

Automatic detection and reporting of road accidents using a machine learning and vision algorithm. Built as a Smart City project at HackIIITD.

ace icon ace

Towards Automatic Concept-based Explanations

activitywatch icon activitywatch

The best free and open-source automated time tracker. Cross-platform, extensible, privacy-focused.

adaptnlp icon adaptnlp

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

address-matching icon address-matching

Python script for matching a list of messy addresses against a gazetteer using dedupe.

agroassist icon agroassist

AgroAssist aims to leverage deep-learning to help farmers diagnose their crops and then seamlessly connect them to experts

ai-basketball-analysis icon ai-basketball-analysis

:basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.

ai-royale icon ai-royale

Redefining competitive coding and education with real-time bot battle competitions. (Winner at Hack Western 5)

aif360 icon aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

airflow icon airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

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