https://mainakdeb.github.io/ Recent content on Mainak's blog Hugo -- gohugo.io en-us Tue, 28 May 2019 00:00:00 +0000 https://mainakdeb.github.io/posts/clip-guided-nca/ Mon, 06 Jun 2022 00:00:00 +0000 https://mainakdeb.github.io/posts/clip-guided-nca/ The gif above was generated using outputs from a Neural Cellular Automata model steered by OpenAI’s CLIP (language model trained on image-text pairs) using the text prompt “The PyTorch Logo”. https://mainakdeb.github.io/posts/cellular-automata/ Fri, 03 Jun 2022 00:00:00 +0000 https://mainakdeb.github.io/posts/cellular-automata/ I remember Vsauce(Michael Stevens) tweeting out a link to one of Alan Zucconi’s videos about John Conway’s game of Life. https://mainakdeb.github.io/posts/gsoc-coding-period-week-9/ Mon, 09 Aug 2021 00:00:00 +0000 https://mainakdeb.github.io/posts/gsoc-coding-period-week-9/ Work Done This Week (August 2nd to August 8th) Replaced the static images on the DevoLearn web-app with interactive Plotly images, this will allow users to : https://mainakdeb.github.io/posts/gsoc-coding-period-week-8/ Mon, 02 Aug 2021 00:00:00 +0000 https://mainakdeb.github.io/posts/gsoc-coding-period-week-8/ Work Done This Week (July 26th to August 1st) Converted the DevoLearn Lineage Population model into ONNX. https://mainakdeb.github.io/posts/gsoc-coding-period-week-7/ Sun, 25 Jul 2021 00:00:00 +0000 https://mainakdeb.github.io/posts/gsoc-coding-period-week-7/ Work Done This Week (July 20th to July 25th) Converted the nucleus segmentation model into ONNX (Link to code) Began working on the DevoLearn GUI, this time using Streamlit, this would support multiple models on one web-app. https://mainakdeb.github.io/posts/gsoc-coding-period-week-6/ Mon, 19 Jul 2021 00:00:00 +0000 https://mainakdeb.github.io/posts/gsoc-coding-period-week-6/ Work Done This Week (July 12th to July 19th) Swapped out the model for the Cell membrane segmentation with the upgraded model in DevoLearn’s repository, ran tests locally before pushing because Travis has been discontinued. https://mainakdeb.github.io/posts/gsoc-coding-period-week-5/ Mon, 12 Jul 2021 00:00:00 +0000 https://mainakdeb.github.io/posts/gsoc-coding-period-week-5/ Work Done This Week (July 5th to July 12th) Refactored the training loop for the nucleus segentation model, this enabled faster prototyping and experimentation. https://mainakdeb.github.io/posts/gsoc-coding-period-week-4/ Mon, 05 Jul 2021 00:00:00 +0000 https://mainakdeb.github.io/posts/gsoc-coding-period-week-4/ Most of my time this week was spent on building the training pipeline for the proposed cell nucleus segmentation model in C. https://mainakdeb.github.io/posts/gsoc-coding-period-week-3/ Mon, 28 Jun 2021 00:00:00 +0000 https://mainakdeb.github.io/posts/gsoc-coding-period-week-3/ Work Done This Week (June 21st to June 27th) Converted the upgraded segmentation model into ONNX format. https://mainakdeb.github.io/posts/gsoc-coding-period-week-2/ Sun, 20 Jun 2021 00:00:00 +0000 https://mainakdeb.github.io/posts/gsoc-coding-period-week-2/ The goal for this week was to upgrade the DevoLearn cell membrane segmentation model. https://mainakdeb.github.io/posts/gsoc-coding-period-week-1/ Mon, 14 Jun 2021 00:00:00 +0000 https://mainakdeb.github.io/posts/gsoc-coding-period-week-1/ This blog post showcases what I did last week and what I plan to do next. https://mainakdeb.github.io/posts/gsoc-community-bonding/ Sun, 06 Jun 2021 00:00:00 +0000 https://mainakdeb.github.io/posts/gsoc-community-bonding/ This blog post summary of what I’ve been doing this week and what I plan to do in the coming week. https://mainakdeb.github.io/posts/conditional-dcgans/ Mon, 07 Dec 2020 00:00:00 +0000 https://mainakdeb.github.io/posts/conditional-dcgans/ GANs can generate real-looking samples, but can they be trained to generate conditioned samples? https://mainakdeb.github.io/posts/experimenting-with-gans/ Sat, 21 Nov 2020 00:00:00 +0000 https://mainakdeb.github.io/posts/experimenting-with-gans/ This gif showcases generated samples from a GAN trained on the MNIST dataset. https://mainakdeb.github.io/posts/how-did-i-create-this-blog-/ Fri, 20 Nov 2020 00:00:00 +0000 https://mainakdeb.github.io/posts/how-did-i-create-this-blog-/ Intro : I should have updated my blog long ago, but here I am, about 7 months late, with a brand new blog. https://mainakdeb.github.io/archives/ Tue, 28 May 2019 00:00:00 +0000 https://mainakdeb.github.io/archives/ https://mainakdeb.github.io/about/ Mon, 01 Jan 0001 00:00:00 +0000 https://mainakdeb.github.io/about/ Hi, This is Mainak 🤖 Ex research engineer at Artflow.