Cow-weight-and-Breed-Prediction

Overleaf

1. Draft

Plans

1. Session 4
2. Session 5

Scraper With Puppeteer

1. A Guide to Web Scraping With JavaScript and Node.js
2. puppeteer
3. puppeteer-cluster
4. Web Scraping with a Headless Browser: A Puppeteer Tutorial
5. Saving and scraping a website with Puppeteer

SQLite with SQLAlchemy

1. Storing a Python dict as JSON in SQLite using SQLAlchemy
2. Data Management With Python, SQLite, and SQLAlchemy

Video Classification Resources

1. How to use the Keras Functional API for Deep Learning
2. Multi-input Multi-output Model with Keras Functional API
3. Video classification with Keras and Deep Learning - PyImageSearch
4. Keras: Multiple Inputs and Mixed Data - PyImageSearch
5. alxcnwy/Deep-Neural-Networks-for-Video-Classification
6. Introduction to Video Classification and Human Activity Recognition
7. Keras: Multiple outputs and multiple losses
8. 3 ways to create a Keras model with TensorFlow 2.0 (Sequential, Functional, and Model Subclassing)
9. Understanding Embedding Layer in Keras
10. Deep Learning for Tabular Data using PyTorch

Video data loading

1. Video-Dataset-Loading-Pytorch

Dataset Publish Ideas

1. ~
2. ~

Curated List

1. Write your own Custom Data Generator for TensorFlow Keras
2. Stackoverflow thread

Bengalmeat public API

Please take you permissions from the proper authority before using this

https://admin.bengalmeat.com/api/cattle/

https://admin.bengalmeat.com/api/cattle/{{CATTLE_ID}}/detail

N.B: All the scraped images and data are from Bengalmeat's public-facing website.

AWS Query

aws s3 ls --recursive s3://{AWS_BUCKET_NAME}/images/ --human-readable --summarize
aws s3 ls --recursive s3://{AWS_BUCKET_NAME}/videos/ --human-readable --summarize