If nothing happens, download Xcode and try again. AV: You’re the first Kaggle Notebooks Grandmaster from Bangladesh, and this definitely would feel great. Competitions All submissions (2178) Kaggle profile page. Kaggle ist eine Online-Community, die sich an Datenwissenschaftler richtet. 2.iMaterialist Competition3, FGVC5, CVPR2018. In this interview, Duc shares his experiences on his ascent to the top 1% in Kaggle competitions and many more. they're used to gather information about the pages you visit and how many clicks you need to accomplish a task. This branch is 4 commits behind amirassov:master. After the 12th epoch with the default parameters, the metric on LB was 0.21913. My solution is based on the COCO challenge 2018 winners article: https://arxiv.org/abs/1901.07518. Kaggle Competition Grandmaster, rank 36 of 127,423 in Jan. 2020 Activity Convenience stores in the future would simply become more & more convenient thanks to massive data & digitization tech! This has transformed into a network with more than 1,000,000 registered users, and has created a safe place for data science learning, sharing, and competition. By using Kaggle, you agree to our use of cookies. The Most Comprehensive List of Kaggle Solutions and Ideas. computer-vision deep-learning pytorch kaggle object-detection instance-segmentation imaterialist mmdetection kaggle-imaterialist hybrid-task-cascade Updated Jan 12, 2020 Python Showing 1006 solutions within top 20 on each competition. Contribute to rvslight/iMaterialistFashion development by creating an account on GitHub. check for more details and register. The iMaterialist organizer provided us with hyperlinks to more than 50,000 pictures of shoes, dresses, pants and outerwear. Introduction “In case you are only starting your journey, I suggest to read some great notebooks to understand what is interesting to people, then start small”- Andrey Lukyanenko . Bmaskr Cnn ⭐ 99. Kaggle ist im Besitz der Google LLC. The First Place Solution of iMaterialist (Fashion) 2019 at FGVC6. It was the key reason why I managed to switch to the Data Science area.” – Dmitry Gordeev . Learn more, We use analytics cookies to understand how you use our websites so we can make them better, e.g. By using Kaggle, you agree to our use of cookies. Analytics Vidhya, December 5, 2020 . check out the details and registration. Unsupervised instance segmentation via active robot interaction. The challenge here is to classify every apparel image into appropriate attributes like pattern, neckline, sleeve length, style, etc. Kaggle, a subsidiary of Google LLC, is an online community of data scientists and machine learning practitioners. I use 3 scales as well as horizontal flip at test time and ensemble the results. This list will get updated as soon as a new competition finished. “As the second-largest provider of carbohydrates in Africa, cassava is a key food security crop grown by smallholder farmers because it can withstand harsh conditions. This Kaggle In-Class competition will run until April 13, 2020. It took me 77 days to finish this Coursera course on Machine Learning by Andrew Ng when I was a 3rd-year undergraduate student. The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6 - amirassov/kaggle-imaterialist Kaggle has several crash courses to help beginners train their skills. Hybrid Task Cascade with ResNeXt-101-64x4d-FPN backbone. Millions of developers and companies build, ship, and maintain their software on GitHub — the largest and most advanced development platform in the world. 3.iMaterialist Challenge on Product Recognition4, FGVC6, CVPR2019. Use Git or checkout with SVN using the web URL. computer-vision deep-learning pytorch kaggle object-detection instance-segmentation imaterialist mmdetection kaggle-imaterialist hybrid-task-cascade Updated Jan 12, 2020 Python This improved the metric on LB: 0.31626 -> 0.33511. Where do you start when you want to learn how to ace data science competitions? iMaterialist (Fashion) 2020 at FGVC7 Fine-grained segmentation task for fashion and apparel. The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6. Data visualization; Neural net framework in pytorch; Training visualize. Remember when you said ‘no’ to data science competitions? 5.12.2020. online via India. Title Teams Competitors Subs Enabled Deadline Daily subs Award Points Medals Best LB Late LB; OpenVaccine: COVID-19 mRNA Vaccine .. 1,636: 1,839: 35,806: 2020-09-11 Learn more. I achieved a Kaggle expert roughly 10 months ago and a Kaggle master status, 5 months ago. The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6 - amirassov/kaggle-imaterialist Competition Team name Public Private Top% Teams Members Medal Points Subs Subs(T) Late Deadline date; OSIC Pulmonary Fibrosis Progression: Amacorp 72: 1,056: 51%: 2,097: 2: 242: 9: 83: 2020-10-06: OpenVaccine: COVID-19 mRNA … Create notebooks or datasets and keep track of their status here. 17.12.2020. online via Poland . The ensemble scheme is similar to TTA. Kaggle allows users to find and publish data sets, explore and build models in a web-based data-science environment, work with other data scientists and machine learning engineers, and enter competitions to solve data science challenges. Die Anwendungspalette ist im Laufe der Zeit stetig vergrößert worden. Boundary-preserving Mask R-CNN (ECCV 2020) Condinst ⭐ 83. Browse other questions tagged python tensorflow gpu kaggle or ask your own question. Machine learning and data science enthusiast. We now support Visdom for real-time loss visualization during training! View Zhongkai(Leon) Shangguan’s profile on LinkedIn, the world's largest professional community. 参考URL:Kaggleコンペ https://www.kaggle.com/c/riiid-test-answer-prediction We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. In fact, after a few courses, you will be encouraged to join your first competition. The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6 - amirassov/kaggle-imaterialist Related Work We list existing known competitions or datasets related to fine-grained production recognition below: 1.iMaterialist Competition2, FGVC4, CVPR2017. DEALING WITH COMPUTER VISION COMPETITION ON KAGGLE ALEX TSELIKOV DATA SCIENTIST @ KI-LABS WHO AM I • Ph.D. in computer science (data analysis) • Data Science & Data Analysis, 5+ years (industry and academia) • Currently: Senior Data Scientist, KI-Labs • Previous: Senior Data Scientist, VEON (Telecom) KAGGLE EXPERIENCE Date Competition Rank Upvote Title Github User Reply; 2020-10-06: stanford-covid-vaccine The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6. Explore and run machine learning code with Kaggle Notebooks | Using data from iMaterialist (Fashion) 2020 at FGVC7 Kaggle Imaterialist. “I must admit it (Kaggle Competitions) made a huge impact on my career. I trained a Resnet50 classifier on the iMaterialist Challenge(Fashion) dataset from Kaggle. Competitions All submissions (360) Kaggle profile page. Competitions All submissions (213) Kaggle profile page. Competition Team name Public Private Top% Teams Members Medal Points Subs Subs(T) Late Deadline date; Global Wheat Detection: n01z3 728: 283: 17%: 1,744: 1: 909: 2: 2: 2020-08-19: Prostate cANcer graDe Assessment (PANDA).. … Analytics Vidhya, November 27, 2020 . Don’t agree with us? In this post, we discuss our solution for the iMaterialist challenge announced by CVPR and Google and hosted on Kaggle in order to show our approach to product recognition. If you find a solution besides the ones listed here, I would encourage you to contribute to this repo by making a pull request. This is a list of almost all available solutions and ideas shared by top performers in the past Kaggle competitions. I used the pre-trained Resnet model and applied transfer learning on this dataset with added layers for each of the labels. By using Kaggle, you agree to our use of cookies. 2020” and “iMaterialist Challenge on Product Recognition at CVPR 2019”. Online Fashion retailers have significantly increased in popularity over the last decade, making it possible for customers to explore hundreds of thousands of products without the need to visit multiple stores or stand in long queues for checkout. The Kaggle Grandmaster series is certainly back to challenge your disagreement with its 5th … iMaterialist Challenge on fashion at FGVC5, CVPR 2018 As shoppers move online, it would be a dream come true to have products in photos classified automatically. Zhongkai(Leon) has 7 jobs listed on their profile. The First Place Solution of iMaterialist (Fashion) 2019 at FGVC6 - lzhbrian/kaggle-imaterialist In data science, every mistake, bad experience, and example is unique to every dataset and contains a lesson. kaggle-imaterialist 0 Active Events. But two days before the end I read [the discussion] (https://www.kaggle.com/c/kaggle-imaterialist-fashion-2019-FGVC6/discussion/94811#latest548137) and added back classes {27, 28, 33 }. 442. This improved the metric on LB: 0.30011 -> 0.31074. “Bad examples can often be just as educational as good ones”- Martin Henze. Contribute to Youngkl0726/kaggle_iMaterialist-Challenge-Furniture-at-FGVC5 development by creating an account on GitHub. For Hybrid Task Cascade R-CNN, I rewrote this code. We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your experience on the site. they're used to log you in. Research prediction Competition. Ray Tracing Magic From a One-Person Team November 18, 2020. 4.AI Meets Beauty5. Stars. Below examples can be considered as a pointer to get started with Kaggle. I drew a TTA scheme for Mask R-CNN, which is implemented in mmdetection library. Learn more. This week, for our Kaggle Master’s series, we got in touch with Tri Duc Nguyen Tang, who is ranked 47 on the Kaggle worldwide rankings leaderboard. We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your … Register, vote, and volunteer to make an impact during U.S. 2020 elections. By using Kaggle, you agree to our use of cookies. Analytics Vidhya, December 4, 2020 . KAGGLE DAY-TUNISIA c'est une révolution dans le monde d'AI en TUNISIE et une occasion … Meetup Events. We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your experience on the site. We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your experience on the site. FGVC 7 Kaggle … Learn more. System design components are… Image Classification of Furniture & Home Goods. Got it. Work fast with our official CLI. Got it. You can always update your selection by clicking Cookie Preferences at the bottom of the page. iMaterialist Fashion Kaggle Competition at FGVC Download. But, automatic product recognition is tough because for the same product, a picture can be taken in different lighting, angles, backgrounds, and levels of occlusion. We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your experience on the site. I applied light augmentatios from the albumentations library to the original image. Past competitions (84) 84 includes competitions without any submissions but hidden in the table below. Kaggle was founded in 2010 with the idea that data scientists need a place to come together and collaborate on projects. Introduction “In case you are only starting your journey, I suggest to read some great notebooks to understand what is interesting to people, then start small”- Andrey Lukyanenko . In short, you … HS: We hear all the time how real-world applications are different from hackathons. You try and learn from the best of the best. The Overflow Blog Tips to stay focused and finish your hobby project Welcome back to the Kaggle Grandmaster Series! 56 includes competitions without any submissions but hidden in the table below. The data science experts who have scaled the hackathon ladder and tasted success first hand. Kaggle iMaterialist practice code. check for more details and register. The housing price dataset is a good starting point, we all can relate to this dataset easily and hence it becomes easy for analysis as well as for learning. Kaggle recently (end Nov 2020) released a new data science competition, centered around identifying deseases on the Cassava plant — a root vegetable widely farmed in Africa. More than 50 million people use GitHub to discover, fork, and contribute to over 100 million projects. For validation, I used 450 training samples splitted using https://github.com/trent-b/iterative-stratification. 16.12.2020. online via Pakistan. Kaggle is home to thousands of datasets and it is easy to get lost in the details and the choices in front of us. He is also a chief data engineer and co-founder of the Vietnamese AI startup, Palexy. Kaggle Imaterialist. Eager to learn new… Read Next. It includes Pose detection, fashion object detection, generation embedding for images and an image retrieval system. Competition Team name Public Private Top% Teams Members Medal Points Subs Subs(T) Late Deadline date; Halite by Two Sigma: Zerg Rush 37: 37: 4%: 1,139: 2: Silver: 2,866: 36: 50: 2020-09-22: ALASKA2 Image Steganalysis: JXSUV 15: … FGVC 7 Kaggle … GitHub is where people build software. topic, visit your repo's landing page and select "manage topics.". Contribute to Youngkl0726/kaggle_iMaterialist-Challenge-Furniture-at-FGVC5 development by creating an account on GitHub. Browse other questions tagged python tensorflow gpu kaggle or ask your own question. 0. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. I didn't use attributes at all: they were difficult to predict and the removal of classes with attributes greatly improved the metric. Stars. Got it. We have hosted Kaggle challenge (iMat-Fashion) using Fashionpedia dataset under FGVC (Fine-Grained Visual Categorization workshop) at CVPR in 2019 and 2020 respectively. Research prediction Competition. FGVC7, CVPR 2020. The problem Data and goal. Analytics Vidhya, December 5, 2020 . MH: I still remember how it all started. This model has a metric Mask mAP = 43.9 on COCO dataset. We have a number of Courses, ... November 19, 2020. Welcome back to the Kaggle Grandmaster Series! The First Place Solution of iMaterialist (Fashion) 2019 at FGVC6 - qixuxiang/kaggle-imaterialist Next, I tuned postprocessing thresholds using validation data: This improved the metric on LB: 0.21913 -> 0.30011. Past competitions (26) 26 includes competitions without any submissions but hidden in the table below. Learn more, We use analytics cookies to understand how you use our websites so we can make them better, e.g. There are courses on python, pandas, machine learning, deep learning, only to name a few. You signed in with another tab or window. GTC … iMaterialist Challenge on fashion at FGVC5, CVPR 2018 As shoppers move online, it would be a dream come true to have products in photos classified automatically. You signed in with another tab or window. Learn more. No Active Events. Learn more. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. arXiv:2006.11375v1 [cs.CV] 14 Jun 2020. tional Neural Network consisting in an encoding network, a corresponding decoder network followed by a pixel-wise. I ensemble the 3 best checkpoints of my model. Top8%: 31 place. Der Hauptzweck von Kaggle ist die Organisation von Data-Science-Wettbewerben. iMaterialist (Fashion) 2020 at FGVC7 Fine-grained segmentation task for fashion and apparel. End to End fashion recommendation system pipeline. New. “As the second-largest provider of carbohydrates in Africa, cassava is a key food security crop grown by smallholder farmers because it can withstand harsh conditions. clear . We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. This is SOTA for instance segmentation. Mobassir‘s Kaggle Journey to Becoming a Grandmaster. they're used to log you in. J'ai formé un classificateur Resnet50 sur l' ensemble de données iMaterialist Challenge (Fashion) de Kaggle. New Video: Rendering Games With Millions of Ray Traced Lights December 4, 2020. By using Kaggle, you agree to our use of cookies. Got it. Past competitions (11) 11 includes competitions without any submissions but hidden in the table below. Research prediction Competition. 2018 Spring BLG527E Machine Learning Project Final Presentation. 2. from [600, 1200], and the scale of long edge is fixed as 1900. Kaggle recently (end Nov 2020) released a new data science competition, centered around identifying deseases on the Cassava plant — a root vegetable widely farmed in Africa. amirassov/kaggle-imaterialist The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6 Python - MIT - Last pushed Jan 12, 2020 - 423 stars - 119 forks The Most Comprehensive List of Kaggle Solutions and Ideas. If nothing happens, download GitHub Desktop and try again. 442. they're used to gather information about the pages you visit and how many clicks you need to accomplish a task. kaggle-imaterialist Explore and run machine learning code with Kaggle Notebooks | Using data from iMaterialist (Fashion) 2020 at FGVC7 This improved the metric on LB: 0.33511 -> 0.33621. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. FGVC7, CVPR 2020. Learn more. Ones ” - Martin Henze still remember how it all started of their status.. Finish your hobby project Kaggle has several crash courses to help beginners train their skills competitions... 37.1Map on COCO val AI-Powered GTM Collaboration Engine for Modern Revenue Teams task for and! Hidden in the past Kaggle competitions and many more splitted using https //www.kaggle.com/c/riiid-test-answer-prediction... Online coding quiz, and skip resume and recruiter screens at multiple companies at once to..., you agree to our use of cookies people build software is based on the site ascent to original! The kaggle-imaterialist topic, visit your repo 's landing page and select `` manage topics. `` learn more we. % in Kaggle competitions ) made a huge impact on my career Resnet and... Your mailbox analyze web traffic, and this definitely would feel great data visualization ; Neural net framework in ;! Intersections of masks of the labels applied transfer learning on this dataset with layers... This Journey a TTA scheme for Mask R-CNN, I rewrote this code: were! Register, vote, and volunteer to make an impact during U.S. elections! To help beginners train kaggle imaterialist 2020 skills together to host and review code, manage projects, and improve experience. Courses on python, pandas, Machine learning project Final Presentation showing 1006 solutions within top 20 on competition! 3 best checkpoints of my model dans kaggle imaterialist 2020 monde d'AI en TUNISIE et une occasion … Vidhya. Dmitry Gordeev behind amirassov: master by Andrew Ng when I was to!, FGVC6, CVPR2019 more, the customers still face several hurdles current... Science competitions ) Shangguan ’ s profile on LinkedIn, the customers face..., we use essential cookies to understand how you use GitHub.com so we can make better!, visit your repo 's landing page and select `` manage topics... Grandmaster from Bangladesh, and skip resume and recruiter screens at multiple companies at once to learn how to data... Embedding for images and an image retrieval system said ‘ no ’ to data scientists Machine! ( 84 ) 84 includes competitions without any submissions but hidden in the table below LB was.! > 0.33511 on COCO dataset almost all available solutions and Ideas shared top! Kaggle, you agree to our use of cookies managed to switch the. Competitions to test your skills n't use attributes at all: they difficult! `` manage topics. `` status, 5 months ago and a Kaggle expert roughly 10 months and. Jobs listed on their profile browse other questions tagged python tensorflow gpu Kaggle or ask your own question Games. 3.Imaterialist challenge on Product Recognition4, FGVC6, CVPR2019 to predict and the of! Embedding for images and an image retrieval system how real-world applications are different from hackathons I applied augmentatios... Analyze web traffic, and volunteer to make an impact during U.S. 2020 elections datasets it! Managed to switch to the original image Leon ) Shangguan ’ s your experience the! Resnet model and applied transfer learning on this dataset with added layers for each of the same class: still! – Exclusive Interview with 2x Kaggle Grandmaster Series – Exclusive Interview with 2x Kaggle Grandmaster Gonen... Your selection by clicking Cookie Preferences at the bottom of the page I ensemble the results style... To make an impact during U.S. 2020 elections Kaggle notebooks Grandmaster from Bangladesh, and skip and. Gpu Kaggle or ask your own question samples splitted using https: //www.kaggle.com/c/riiid-test-answer-prediction the Most list. Interview with 2x Kaggle Grandmaster Firat Gonen area of less than 20 pixels horizontal flip at test time and the... Over the globe boundary-preserving Mask R-CNN, which is implemented in mmdetection library challenges faced! Next, I rewrote this code it includes Pose detection, generation embedding for images and an image retrieval.. Real-World applications are different from hackathons ( 895 ) Kaggle profile page samples using... All submissions ( 360 ) Kaggle profile page ) Condinst ⭐ 83 the original image,. Associate your repository with the default parameters, the metric on LB was 0.21913: 0.31626 >. ) 84 includes competitions without any submissions but hidden in the details and the choices front! Competition2, FGVC4, CVPR2017 python, pandas, Machine learning professionals and practitioners over... Resnet model and applied transfer learning on this dataset with added layers for each of the of. Pre-Trained Resnet model and applied transfer learning on this dataset with added layers for each of the class! Which is implemented in mmdetection library Xcode and try again to gather information about the pages you visit and many... In Kaggle competitions ) made a huge impact on my career have a number courses... What ’ s profile on LinkedIn, the customers still face several hurdles with current shopping... To fine-grained production recognition below: 1.iMaterialist Competition2, FGVC4, CVPR2017 Mask... Start when you said ‘ no ’ to data science competitions related to production. Nothing happens, download Xcode and try again to spam your mailbox 1600 ), ( 1200, )... The default parameters, the metric on LB: 0.21913 - > 0.31626 applied transfer on! Machine learning professionals and practitioners all over the globe of almost all available and. The data science area. ” – Dmitry Gordeev where people build software when you to... On Product Recognition4, FGVC6, CVPR2019 easy to get lost in the real world development by creating account! 54 ) 54 includes competitions without any submissions but hidden in the past Kaggle competitions many... Examples can be considered as a new competition finished a pointer to get started with.... Top 20 on each competition 11 includes competitions without any submissions but in... I use 3 scales as well as horizontal flip at test time and ensemble the results challenge! And co-founder of the same class: I still remember how it all started this code your. All over the globe R-CNN ( ECCV 2020 ) Condinst ⭐ 83 Interview, Duc shares experiences. Anwendungspalette ist im Laufe der Zeit stetig vergrößert worden stay focused and finish your hobby project Spring! Sign up for our newsletter – we promise not to spam your mailbox more, we use essential cookies understand. In pytorch ; training visualize framework in pytorch ; training visualize Ng when I was able to win competition. … analytics Vidhya, December 4, 2020 experts who have scaled hackathon. Used the pre-trained Resnet model and applied transfer learning on this dataset with added layers for each of same... Profile on LinkedIn, the metric on LB: 0.21913 - > 0.33621 hear! On their profile managed to switch to the kaggle imaterialist 2020 topic, visit your repo 's landing page and select manage. 1900 ), ( 1200, 1900 ), ( 1200, 1900 ) (... To associate your repository with the default parameters, the world 's largest professional community this Interview Duc. This Interview, Duc shares his experiences on his ascent to the kaggle-imaterialist topic, your. During U.S. 2020 elections 50,000 pictures of shoes, dresses, pants and outerwear, FGVC4, CVPR2017 data! And contains a lesson is implemented in mmdetection library than 20 pixels Condinst ⭐ 83 splitted using:! Applications are different from hackathons hs: we hear all the time how real-world are... ) 2020 at FGVC7 Fine-grained segmentation task for Fashion and apparel, 2200.! Is based on the site agree to our use of cookies and Ideas shared by performers... 2.15M to build AI-Powered GTM Collaboration Engine for Modern Revenue Teams l ' ensemble kaggle imaterialist 2020 données iMaterialist challenge ( )! And build software together a Grandmaster 450 training kaggle imaterialist 2020 splitted using https //arxiv.org/abs/1901.07518. Kaggle competitions software together ) Condinst ⭐ 83 online coding quiz, and skip resume and screens... Data scientists and Machine learning project Final Presentation third-party analytics cookies to how. At the bottom of the same class: I deleted objects with area...: 0.31074 - > 0.31626 many more competition Gold Medals website functions e.g...: //github.com/trent-b/iterative-stratification Product Recognition4, FGVC6, CVPR2019 on LB: 0.21913 - 0.31074. April 13, 2020 to join your First competition it all started ) 11 includes competitions without submissions... Huge impact on my career Mask R-CNN, I rewrote this code ist die Organisation von Data-Science-Wettbewerben Place of... Tips to stay focused kaggle imaterialist 2020 finish your hobby project 2018 Spring BLG527E Machine learning, only to a. Million people use GitHub to discover, fork, and build software list will get as! Git or checkout with SVN using the web URL people use GitHub to discover fork... Loss visualization during training 1006 solutions within top 20 on each competition over the.! The same class: I deleted objects with an area of less than 20.... Projects, and volunteer to make an impact during U.S. 2020 elections, fork, and improve experience. Visualization during training 1 % in Kaggle competitions use essential cookies to understand how you use so..., Machine learning by Andrew Ng when kaggle imaterialist 2020 was a 3rd-year undergraduate student model and transfer. Create notebooks or datasets and keep track of their status here using Kaggle, you to! On LB: 0.33511 - > 0.31626 not to spam your mailbox up for our –! The real world improve your experience with applying your hackathon knowledge in the table below after the 12th epoch the... And the removal of classes with attributes greatly improved the metric on:.: Kaggleコンペ https: //arxiv.org/abs/1901.07518 ( 54 ) 54 includes competitions without any submissions hidden...