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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

automold--road-augmentation-library

This library augments road images to introduce various real world scenarios that pose challenges for training neural networks of Autonomous vehicles. Automold is created to train CNNs in specific weather and road conditions.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

caltech-pedestrian-dataset-converter

Download Caltech Pedestrian Dataset and convert them for Python users without using MATLAB

caltech-pedestrian-dataset-to-yolo-format-converter

converts the format of the caltech pedestrian dataset to the format that yolo uses

car-detection-model-prediction

car-model-classification

Car Model classification using Stanford Cars Dataset for Grab AI For Sea challenge on computer vision (https://www.aiforsea.com/computer-vision)

car_models_classification

Car Models Classifier using TensorFlow

carl-cnn

Car Logos CNN - image classification via neural network

cars

An attempt at the Stanford Cars dataset (https://ai.stanford.edu/~jkrause/cars/car_dataset.html). Largely taken from foamliu's code (https://github.com/foamliu/Car-Recognition) modified to require less pre-processing, less memory, and be more user friendly.

cowc

Cars Overhead With Context related scripts described in Mundhenk et al. 2016 ECCV.

cv_resume

deeplearningimplementations

Implementation of recent Deep Learning papers

demo_2

depix

Recovers passwords from pixelized screenshots

diagrams

:art: Diagram as Code for prototyping cloud system architectures

dltfpt

Deep Learning with TensorFlow, Keras, and PyTorch

face_recognition

The world's simplest facial recognition api for Python and the command line

gans

Generative Adversarial Networks implemented in PyTorch and Tensorflow

gender-detection-keras

Gender detection (from scratch) using deep learning with keras and cvlib.

imagehash

A Python Perceptual Image Hashing Module

imgclsmob

Sandbox for training convolutional networks for computer vision

invisible-cloak

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

keras

Deep Learning for humans

learn-tensorflow

Learning Tensorflow Step by Step:: Credit: Tensorflow Specialization

logo-detector

lubmerjack-automation

The code which plays LumberJack game for you

machine-learning-notebooks

Testing machine learning applications

masked-gan-manifold

A mask-guided method for control over localized regions in StyleGAN2 images.