AMAR POTDAR's Projects
Source code of the winning method in Track 1 and Track 3 at the AI City Challenge Workshop in CVPR 2018.
Play games without touching keyboard
alfred-py: A deep learning utility library for **human**, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046
Ask questions about biology concepts
OpenCV Python Neural Network Autonomous RC Car
Computer Vision for Traffic Monitoring
My implementation of useful data structures, algorithms, as well as my solutions to programming puzzles.
A curated list of Data Science,Machine Learning and Deep Learning blogs
The Leek group guide to data sharing
Deep human action recognition and pose estimation
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Docker Essentials: A Developer Introduction
Open source hardware and software platform to build a small scale self driving car.
This repository contains a notebook demonstrating the practical implementation of the so-called Entity Embedding for Encoding Categorical Features for Training a Neural Network.
Fruit Classification using TensorFlow-Keras on Fruits 360 dataset
A collection of useful .gitignore templates
Find and Discover Visually Similar Content (Content-based image retrieval)
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
My take on Severstal Competition
India by Visualizing Data
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Matterport's Mask R-CNN library (Added Ship Detection sample) for object detection and instance segmentation on Keras and TensorFlow
Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"
Thoughts, Experiences, Try-outs, Projects
mediapipe is an awesome framework for building smart computer vision applications. This is me playing with it to explore further..
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Machine Learning Algorithms developed from Scratch in Python