amitpant7

cs249r_book

Collaborative book Machine Learning Systems

review_object_detection_metrics

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

open-source-cs-degree

The Open Source Computer Science Degree

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

awesome-for-beginners

A list of awesome beginners-friendly projects.

FONAS

FPGA Optimized Neural Architecture Search for Hardware Efficiency through Evolutionary Search

Latency-dataset-for-Once-For-All-network

This repo consists of latency, data read/write speed data of mobilenetv3 blocks in OFA network executed in FPGA board

HELP

Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight)

nn-Meter

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

vdf-fpga

A low latency modulo squaring algorithm using Montgomery multiplication, submitted to the VDF FPGA design competition, targeting AWS FPGAs. Was awarded first prize for lowest latency in alternative approaches category.

CNN-implementation-on-FPGA

This repo consists of code and a testbench for a Convolutional Neural Network (CNN) implementation on FPGA

sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

Torch-Pruning

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

hls4ml

Machine learning on FPGAs using HLS

NutriMate

Meal Recommendation

ResizeRight

The correct way to resize images or tensors. For Numpy or Pytorch (differentiable).

Pulmonary-Classifier

Minor Project

Lung_Disease_Classification

Comparative Analysis of ResNet-50 and Inception-V3 Models for Pulmonary Classification Task

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Neural-Networks

Implemenatation of Multi-layer perceptron (MLP) from scratch, for a fundamental understanding.

SpotiFlyer

Kotlin Multiplatform Music Downloader, Supports Spotify / Gaana / Youtube Music / Jio Saavn / SoundCloud.

spotifyDown

Downify | An android app that downloads spotify playlist for offline use.

spotify-downloader

Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found).

30-Days-Of-JavaScript

30 days of JavaScript programming challenge is a step-by-step guide to learn JavaScript programming language in 30 days. This challenge may take more than 100 days, please just follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

Riddler

Encryption/Decryption of Cesar Cipher

SpaceShooter