Shivam Shrirao

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

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

Dreambooth-Stable-Diffusion. Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion (tweaks focused on training faces)

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.

farmer_consumer_DBMS_project. A portal for direct sale between farmers and consumers.

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

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

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

dino_ai. Google Dino Game AI Genetic Algorithm

simple_autograd_numpy. A simple autograd implementation in numpy with graph plots.

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

face_recognition. Python

FlapPyBird_AI. Flappy Bird AI using genetic algorithm.

self_driving_car. A self driving car in Unreal Engine

VITON-HD. Official PyTorch implementation of "VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization" (CVPR 2021)

ntt_pollution_hybrid_lstm_dnn. Hybrid LSTM+DNN to predict AQI.

shivamshrirao.github.io. HTML

clip_classifier. Jupyter Notebook

pix2pixHD. Synthesizing and manipulating 2048x1024 images with conditional GANs

OneFormer. [CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation

semantic-segmentation. SOTA Semantic Segmentation Models in PyTorch

transformers_pytorch. Jupyter Notebook

opencv_mouse. Control mouse from camera

Natural_Language_Video_Frame_Search. Jupyter Notebook

fourier_imager. Image pattern generation using fourier series and transform.

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

Image_Entropy_PM2.5. Jupyter Notebook