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Exploring New Ideas
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![Thought!](https://static.wixstatic.com/media/09dd08_db70e73c5ea14ac88b880d9dcc2c8966~mv2.png/v1/fill/w_454,h_341,fp_0.50_0.50,q_95,enc_auto/09dd08_db70e73c5ea14ac88b880d9dcc2c8966~mv2.webp)
Chocky _18
Nov 21, 20231 min read
Thought!
Crafting simulations using diffusion models is just the start of an intriguing idea I have. Picture this: blending deep learning models...
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![Enhancing Video Resolution Using Real-ESRGAN and Img2Img Generation in Stable Diffusion Models](https://static.wixstatic.com/media/09dd08_4730f8fe80db4c5987ae246feaa54746f000.jpg/v1/fill/w_454,h_341,fp_0.50_0.50,q_90,enc_auto/09dd08_4730f8fe80db4c5987ae246feaa54746f000.webp)
Chocky _18
Nov 21, 20231 min read
Enhancing Video Resolution Using Real-ESRGAN and Img2Img Generation in Stable Diffusion Models
Overview: Our project aimed to improve the quality of videos by leveraging state-of-the-art image enhancement techniques. We utilized two...
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![BiSeNet V2: Guided Aggregation for Real-time Semantic Segmentation on Railway_tracks](https://static.wixstatic.com/media/09dd08_201f757d96de4cdcb312a0dbfcfc6273~mv2.jpg/v1/fill/w_454,h_341,fp_0.50_0.50,q_90,enc_auto/09dd08_201f757d96de4cdcb312a0dbfcfc6273~mv2.webp)
Chocky _18
Sep 19, 20232 min read
BiSeNet V2: Guided Aggregation for Real-time Semantic Segmentation on Railway_tracks
The condition of railway tracks needs to be periodically monitored to ensure passenger safety. Cameras mounted on a moving vehicle such...
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![Deep Learning Based Joint Resource Scheduling
Algorithms for Hybrid MEC Networks](https://static.wixstatic.com/media/09dd08_cd78e325c7074e49b48938ef4c96eea6~mv2.jpg/v1/fill/w_454,h_341,fp_0.50_0.50,q_90,enc_auto/09dd08_cd78e325c7074e49b48938ef4c96eea6~mv2.webp)
Chocky _18
Sep 19, 20232 min read
Deep Learning Based Joint Resource Scheduling Algorithms for Hybrid MEC Networks
# ground stations (GSs), ground vehicles (GVs), unmanned aerial vehicles (UAVs) Algorithm Overview In this section, we provide a novel...
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Chocky _18
May 14, 20232 min read
From Prompt to Action: An AGI Framework for Web Automation using RL and NLP
The architecture for building AGI using RL and NLP involves three main components: 1. RL Agent: The RL agent is responsible for learning...
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Chocky _18
Apr 11, 20233 min read
how does an AI system that uses computer vision and an LLM accomplish tasks on the web.?
We want to build an intelligent interface that can act as a natural translator between humans and the digital world — AI and humans...
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Chocky _18
Apr 5, 20231 min read
GUI application of Sentiment Analysis
Tkinter is one of the most widely used libraries for creating Desktop Applications in Python.. Tkinter is a distributed python module...
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Chocky _18
Mar 10, 20232 min read
What is edge computing?
Edge computing is a type of distributed computing that brings computations and data storage closer to the location where they are needed....
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Chocky _18
Aug 23, 20226 min read
SSD Mobilenet V2 on custom dataset:
SSD Mobilenet V2 is a one-stage object detection model which has gained popularity for its lean network and novel depthwise separable...
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Chocky _18
Apr 11, 20222 min read
Text summarization system, BART and PEGASUS
Text summarization is the process of distilling the most important information from a source text to produce an abridged version for a...
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![Object detection -Using ssd_mobilenet](https://static.wixstatic.com/media/09dd08_6b8e3a5744454085ae2feeabc3190d16~mv2.png/v1/fill/w_454,h_341,fp_0.50_0.50,q_95,enc_auto/09dd08_6b8e3a5744454085ae2feeabc3190d16~mv2.webp)
Chocky _18
Apr 5, 20224 min read
Object detection -Using ssd_mobilenet
The project is about the detection of objects and estimating the distance difference between the target and the camera using intel depth...
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![Tree Models](https://static.wixstatic.com/media/09dd08_1ce206310cc04e68ad04f4183c738224~mv2.jpeg/v1/fill/w_454,h_341,fp_0.50_0.50,q_90,enc_auto/09dd08_1ce206310cc04e68ad04f4183c738224~mv2.webp)
Chocky _18
Jul 6, 20214 min read
Tree Models
Navigating through simple decision trees, bootstrapping/bagging and finally leading up to random forest models. Tree-based models use a...
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