ShivamShrirao/self_driving_car

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Created over 5 years ago
Updated over 5 years ago

ShivamShrirao/self_driving_car

ShivamShrirao

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A self driving car in Unreal Engine

CLIP_Image_Search

Search Images through image dataset with text prompt using Open AI's CLIP neural network.

Jupyter Notebook

dnn_from_scratch

A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).

number_plate_face_recognition_IOT_project

Training Number Plate detector using SSD mobilenet v2, Tensorflow Object Detection and face recognition.

Jupyter Notebook

deep_Q_learning_from_scratch

Deep Q Reinforcement learning to play games just from visual input.

Jupyter Notebook

farmer_consumer_DBMS_project

A portal for direct sale between farmers and consumers.

facegan_pytorch

Generate 256x256, 512x512 resolution images with simple Convolutional GAN by adding Gaussian noise to discriminator layers.

Jupyter Notebook

3D_res_attn_Unet

A custom 3D Unet style network with Residual Attention blocks and self attention for semantic segmentation. (in development)

Jupyter Notebook

simple_autograd_numpy

A simple autograd implementation in numpy with graph plots.

Jupyter Notebook

dino_ai

Google Dino Game AI Genetic Algorithm

face_recognition

self_balancing_robot_LQR

Self Balancing robot notes and code, LQR and PID implementation.

FlapPyBird_AI

Flappy Bird AI using genetic algorithm.

ntt_pollution_hybrid_lstm_dnn

Hybrid LSTM+DNN to predict AQI.

Jupyter Notebook

shivamshrirao.github.io

unreal_facial_motion_capture

Do facial motion capture with webcam in any browser and animate in Unreal Engine.

opencv_mouse

Control mouse from camera

trig_approx

Approximating trignometric functions neural network

wandb_utils

fourier_imager

Image pattern generation using fourier series and transform.

clip_classifier

Jupyter Notebook

Image_Entropy_PM2.5

Jupyter Notebook

Natural_Language_Video_Frame_Search

Jupyter Notebook

transformers_pytorch

Jupyter Notebook