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* **Adobe Photoshop Elements 4**. This inexpensive program includes many of Photoshop’s core features and has its own dedicated online help site. The Elements 4 program’s introduction video and tutorials are helpful and free, though you’ll need the full version to use the online access. It’s a great starting point for anyone looking to master the basics of Photoshop.
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Some Photoshop Elements features require a free Adobe Subscription. You don’t need an Adobe Subscription to use Photoshop Elements. You can use it for free and enjoy many of the core features. It is supported by Adobe and has ongoing improvements. As new features are released, older features may be removed. Check out the table below to see which Photoshop Elements version is best for you. Photoshop Elements version Best for: Elements 12 and below Average Photoshop Elements 11 Average Photoshop Elements 10 Photoshop Elements 9 More Information: See Photoshop Elements versions history Read our Photoshop Elements review. Adobe Photoshop Elements 12 Photoshop Elements is a very complex graphics editor. You can use most of the core features and enjoy the powerful graphics manipulation functions. You can also use Photoshop Elements for casual website and web design. Photoshop Elements also comes with many additional photo editing features. You can use them to resize, crop, add text, do watermarking and other tasks. Adobe Photoshop Elements comes with many extensions that can be used to extend the functionality. Adobe Elements 12 has a larger file size and slower performance compared to the earlier versions. You need a valid Adobe ID to use Photoshop Elements. Adobe Photoshop Elements 12.1 has been released on October 24, 2018. You need to login with your Adobe ID and password if you update or add a feature. Photoshop Elements 12.1 features: Smart Invert Smart Dither Lens correction Spot healing tool Faster performance Features for home and hobby use Camera RAW conversion. Key improvements: Quick edits. Clone tool. Unified crop. Copy and paste options. Share page. Advanced tweaks. Camera RAW conversion. Other improvements: Fonts file Help file Adobe Photoshop Elements 12.0 has been released on January 24, 2017. Read our Photoshop Elements 12 review. Photoshop Elements 12.0 features: Unified editing features. Help file. Change More intuitive. Save space on device. Extended toolbox Toolbox tweaks. Toolbox cleanup. Adjusting saturation. Smarter search. Help file. Help file. Camera RAW conversion 05a79cecff
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# ——————————————————– # Learning Transfer for ImageNet # Copyright (c) 2017 Microsoft # Licensed under The MIT License [see LICENSE for details] # Written by Yuwen Xiong # ——————————————————– “”” Adaptive Instance Normalization (AdaIN) ======================================== `Adaptive instance normalization (AdaIN) `_ is a simple, lightweight and accurate approach for normalizing the feature maps. Rather than dividing the feature maps by their standard deviations, AdaIN uses the standard deviations of the mini-batches as the weight of the feature maps. `Implementation `_ “”” from caffe.proto import caffe_pb2 from layer_util import conv_param from layer_util import add_weight_random from layer_util import get_conv_params def adaptive_instance_norm(bottom, top): n = caffe_pb2.TensorSliceParameter(bottom, ‘n’) S = caffe_pb2.TensorSliceParameter(bottom, ‘S’) conv_param = get_conv_params(n, S, caffe_pb2.TensorParameter(top, ‘weights’), caffe_pb2.TensorParameter(top, ‘bias’)) # Pad the weight and bias weight = add_weight_random(conv_param.weight.shape.dim[-2:], conv_param.weight.shape.dim[-1:]) bias = conv_param.bias.copy() bias += weight # Set the scale scale = caffe_pb2.TensorParameter(bottom,’scale’, shape=conv_param.scale.shape) scale /= conv_param.scale.sum() # Do instance normalization on the weight and bias mean = (conv_param
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Stabilization of Indocyanine Green-Loaded Magnetite Nanoparticles for Photodynamic Therapy. Magnetite nanoparticles loaded with indocyanine green (ICG) were synthesized for use as an imaging agent and as a photodynamic therapy agent for cancer treatment. The magnetic nanoparticles were covalently bound to silica by anhydrous and water-in-oil microemulsion method. The fluorescent blue-greenish nanoparticles were characterized by X-ray diffraction (XRD), transmission electron microscopy (TEM), vibrating sample magnetometer (VSM), dynamic light scattering (DLS) and zeta potential measurements. XRD pattern and VSM results indicated magnetic properties and size of the magnetite particles. The zeta potential measurements revealed that the magnetite nanoparticles are positively charged and have a high stability in suspension. DLS studies showed a mean size of 46.6 nm. The photodynamic therapeutic effect was evaluated on cultured human breast cancer cell line, MCF-7, and human breast cancer cell line, MDA-MB-231. It was shown that the green fluorescence of the magnetite nanoparticles enhanced the photodynamic therapeutic effect. The magnetite nanoparticles were used as contrast agent for magnetic resonance (MR) imaging. In summary, the presented synthesized magnetite nanoparticles are valuable for photodynamic therapy and MR imaging.Intrathecal versus intravenous anaesthesia for caesarean section: comparative study. A randomized, double-blind study was conducted to compare the duration of postoperative analgesia, perioperative awareness and intraoperative acceptance, with a previously used general anaesthetic technique, induced by intravenous thiopentone and halothane anaesthesia, with intrathecal lidocaine. Two groups of women undergoing elective caesarean section were studied. Forty patients received intrathecal lidocaine 2% 2 ml and 40 received intrathecal 2% lidocaine 2 ml and 2% chloralose 50 ml; 0.02 ml% bupivacaine 4 mg or 0.1% bupivacaine 10 ml. Postoperative analgesia was assessed every 4 h by a blind observer using an analgesia profile score. The overall effectiveness of analgesia following intrathecal anaesthesia was significantly higher (p less than 0.05) than after intravenous and intraperitoneal lidocaine. The most common side effect was a long-lasting headache. Postoperative imm
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