From dev-return-4575-archive-asf-public=cust-asf.ponee.io@mxnet.incubator.apache.org Tue Oct 23 19:18:08 2018 Return-Path: X-Original-To: archive-asf-public@cust-asf.ponee.io Delivered-To: archive-asf-public@cust-asf.ponee.io Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by mx-eu-01.ponee.io (Postfix) with SMTP id 8311718066B for ; Tue, 23 Oct 2018 19:18:07 +0200 (CEST) Received: (qmail 41618 invoked by uid 500); 23 Oct 2018 17:18:06 -0000 Mailing-List: contact dev-help@mxnet.incubator.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Reply-To: dev@mxnet.incubator.apache.org Delivered-To: mailing list dev@mxnet.incubator.apache.org Received: (qmail 41606 invoked by uid 99); 23 Oct 2018 17:18:05 -0000 Received: from pnap-us-west-generic-nat.apache.org (HELO spamd4-us-west.apache.org) (209.188.14.142) by apache.org (qpsmtpd/0.29) with ESMTP; Tue, 23 Oct 2018 17:18:05 +0000 Received: from localhost (localhost [127.0.0.1]) by spamd4-us-west.apache.org (ASF Mail Server at spamd4-us-west.apache.org) with ESMTP id 5FD78C21C2 for ; Tue, 23 Oct 2018 17:18:05 +0000 (UTC) X-Virus-Scanned: Debian amavisd-new at spamd4-us-west.apache.org X-Spam-Flag: NO X-Spam-Score: 1.988 X-Spam-Level: * X-Spam-Status: No, score=1.988 tagged_above=-999 required=6.31 tests=[DKIM_SIGNED=0.1, DKIM_VALID=-0.1, HTML_MESSAGE=2, RCVD_IN_DNSWL_NONE=-0.0001, RCVD_IN_MSPIKE_H2=-0.001, SPF_PASS=-0.001, T_DKIMWL_WL_MED=-0.01] autolearn=disabled Authentication-Results: spamd4-us-west.apache.org (amavisd-new); dkim=pass (2048-bit key) header.d=berkeley-edu.20150623.gappssmtp.com Received: from mx1-lw-us.apache.org ([10.40.0.8]) by localhost (spamd4-us-west.apache.org [10.40.0.11]) (amavisd-new, port 10024) with ESMTP id eAIfyExRE_s7 for ; Tue, 23 Oct 2018 17:18:04 +0000 (UTC) Received: from mail-qt1-f176.google.com (mail-qt1-f176.google.com [209.85.160.176]) by mx1-lw-us.apache.org (ASF Mail Server at mx1-lw-us.apache.org) with ESMTPS id 42B3A5F260 for ; Tue, 23 Oct 2018 17:18:04 +0000 (UTC) Received: by mail-qt1-f176.google.com with SMTP id u34-v6so2414884qth.3 for ; Tue, 23 Oct 2018 10:18:04 -0700 (PDT) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=berkeley-edu.20150623.gappssmtp.com; s=20150623; h=mime-version:from:date:message-id:subject:to; bh=unodOWjdqG21JBl7NasF5ytTXhBPNh9sDHZ81TjHRt4=; b=YEPvHczGUoK26A868mYRY3TBLNY5ZsHs6awlXhJnOoqEu2GlOxbgcnJXzPZ1xig+8k Fx9OTK4XHOZlcibgQZKPtmBnXSXY5zm20rcrit7B7NttUR/jo6gvhW74UTDDfbGbGQYP Yb1tVFbM6SLHzy+6zLYd12d9o8hALfXSEmhIF748xJ63a9XvPXRQlQVvXb2cxFwqu31G 72Y58y3wmemuR/KXp4yYslLHmaMryGRMS+4+t9wo0Dcj0AHePCf+M6mz2RxaYbk1UvGc VEWmWPKMSiTQQLLyQ92r7JjlzPu1nWbCBkcbVMHVkezTHINjdc90HIz6zlDd9C7bVWA+ 98OA== X-Google-DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=1e100.net; s=20161025; h=x-gm-message-state:mime-version:from:date:message-id:subject:to; bh=unodOWjdqG21JBl7NasF5ytTXhBPNh9sDHZ81TjHRt4=; b=HoqoFQBxVNCrXR7pgosKaBYKkmPNQNHTB1NIdoFMIk1YMDlmMKux9ZtOCtv5NCqC9w jvskHqHscbMg439aQIGcUcW9ubHHZk2aUgElv9scMOT4c7Evj/G/CxokBokLpa2tDyD0 jQN3AHmmc3EBLNfgXjlInbEA15v3T7A7ggMEg0D4ZDDS/e9/++1rdcdJyhWF1JHZNq8r u8R8TvrSqnODSk32f29AnGOxHZjVcos/hBay5fHLjR92NND0i1zuXehVZbRiFBC1mJEX ecCYjNu/mcMU9LO9npanWFnlLyd/9o5yAj/LoNJY09aCWGe3mBm4LmDcn1KCWtg7CKdR ZvrQ== X-Gm-Message-State: ABuFfoicgBJme0V5IpauPplMR/3eWo7kZWXyi6I3/5TwrE7XreruIIoV tkTb0fRFRDQ0+Q7ZTamUzS2MkONLvAhgJz41gWL4SeiIhvoFNA== X-Google-Smtp-Source: AJdET5chpwSQb+CoRoVRyHB4qdNQJfPR1scKY6c69C3q+g8yKrlYW1FoQDylogQ2DqO9bTlMbytNvVfp2xIXa+KLDZo= X-Received: by 2002:ac8:48da:: with SMTP id l26-v6mr14094949qtr.28.1540315077653; Tue, 23 Oct 2018 10:17:57 -0700 (PDT) MIME-Version: 1.0 From: Adesoji Adeshina Date: Tue, 23 Oct 2018 10:17:44 -0700 Message-ID: Subject: Gluon CV v0.3 release post To: dev@mxnet.apache.org Content-Type: multipart/alternative; boundary="0000000000000bcf9d0578e88dd5" --0000000000000bcf9d0578e88dd5 Content-Type: text/plain; charset="UTF-8" Community, Please check out and share the post: https://medium.com/apache-mxnet/gluoncv-0-3-a-new-horizon-564326364e16 for v0.3 of gluon-cv, detailing improvements to existing implementations of state of the art cv models. Particularly of note, is the accuracy improvement for the ResNet family compared to the original reference papers and to gluon-cv v0.2. In addition, several new state of the art models like Yolo v3, DeepLab v3 and MaskRCNN with accuracy greater than or equal to reference have been added. Thanks to Zhi Zhang and Hao Jin for working to get the post published and all gluon-cv contributors. --0000000000000bcf9d0578e88dd5--