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autoencoders

Implementation of various forms of Autoencoders such as Convolutional Autoencoders, Denoising Autoencoders and Variational Autoencoders.

cartpole-v0-using-q-learning-sarsa-and-dnn

Solution to Cartpole balancing problem with the help of reinforcement learning and Deep Neural Networks.

controls_challenge

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

dcgan-and-cgan

Implemented Generative Adversarial Networks on CelebA dataset using Tensorflow 2.0

deep-learning-a-z-hands-on-artificial-neural-networks

All course assignments/code of Deep Learning A-Z: Hands-on Artificial Neural Networks.

deepstream_python_apps

A project demonstrating use of Python for DeepStream sample apps given as a part of SDK (that are currently in C,C++).

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

findit

A mobile application which can enhance your travelling experience using Deep Learning/ Computer Vision/ Object detection.

learnopencv

Learn OpenCV : C++ and Python Examples

machine-learning-a-z-hands-on-python-and-r-in-data-science

All course assignments/code of Machine Learning A-Z: Hands-on Python and R in Data Science.

mmdetection-to-tensorrt

convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.

mountaincar-v0-using-q-learning

Solution to Mountaincar-v0 problem using Q learning, reinforcement learning.

openpilot

openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 100 supported car makes and models.

pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

real_time_face_detection_using_opencv

Identify faces on any video using Face_detection, MTCNN packages and Python.

self_driving_car

Self Driving Car project by using Udacity’s open sourced self-driving-car-simulator which is made in Unity.

speedchallenge

Comma.ai speed challenge using Pytorch and Google Colab

swapnet

Implemented SwapNet Architecture by training two input images and one output image in a single model

tgs-salt-identification-challenge

TGS Salt Identification challenge using U-Net model from scratch for Semantic Segmentation using Tensorflow 2.0.

titanic-competition

Titanic Competition solution by using different classifiers.

yolov4_deepstream