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atanas1054's Projects

acp-3detection icon acp-3detection

Deep Learning on 3D Object Detection for Automatic Plug-in Charging Using a Mobile Manipulator

apisoptimizer icon apisoptimizer

Artificial bee colony framework for tuning user-supplied functions

awesome-vaes icon awesome-vaes

A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

bvae-tf icon bvae-tf

Disentangled Variational Auto-Encoder in TensorFlow / Keras (Beta-VAE)

carla icon carla

Open-source simulator for autonomous driving research.

carla-kitti icon carla-kitti

CARLA-KITTI generates synthetic data from the CARLA simulator for KITTI 2D/3D Object Detection task.

carla-training-data icon carla-training-data

Generating training data from the Carla driving simulator in the KITTI dataset format

cidnn icon cidnn

CIDNN: Encoding Crowd Interaction with Deep Neural Network

clever-camera icon clever-camera

A simple monitoring camera web server which uses deep learning model (classification) to filter or group camera events.

conv-social-pooling icon conv-social-pooling

Code for model proposed in: Nachiket Deo and Mohan M. Trivedi,"Convolutional Social Pooling for Vehicle Trajectory Prediction." CVPRW, 2018

cs230_project icon cs230_project

CS230, Deep Learning, using VAE's and GMVAE's to characterize ICU data

desire icon desire

DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents

disentangling-vae icon disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

download icon download

UI mod for Dota 2 Auto Chess that adds several QoL improvements to the UI

dynstgmodeling icon dynstgmodeling

Code accompanying "Modeling Multimodal Dynamic Spatiotemporal Graphs" by Boris Ivanovic and Marco Pavone.

flownet2-tf icon flownet2-tf

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

forge_vfm4ad icon forge_vfm4ad

A comprehensive survey of forging vision foundation models for autonomous driving, including challenges, methodologies, and opportunities.

fpl icon fpl

Code/data of the paper "Future Person Localization in First-Person Videos" (CVPR2018)

gdpp icon gdpp

Generator loss to reduce mode-collapse and to improve the generated samples quality.

generator icon generator

This repository contains the Python code used to generate the VPK for the Dota 2 Auto Chess UI mod

gpt-2-simple icon gpt-2-simple

Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

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