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Português
$
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I will provide instance semantic and panoptic segmentation solutions
Python Computer Vision Specialist
As a senior computer vision specialist with 10+ years of experience, I deliver optimized vision solutions across object detection, pose estimation, segmentation, and scene understanding. My expertise ...
Nível 1
Atendeu a determinados critérios de desempenho e demonstra forte potencial no marketplace.
Sobre este Serviço
CORE Semantic/Instance/Panoptic SEGMENTATION EXPERTISE:
Foundation Models: SOTA pretrained models SAM, Grounded SAM, SEEM, YOLOE
Transformers: Mask2Former, Segmenter, Swin, SETR
CNNs: U-Net, U²-Net, PSPNet, DeepLab family
ENHANCEMENT & REFINEMENT:
Augmentation: Albumentations, Kornia, weak/pseudo-labeling
Multi-scale fusion: FPN, ASPP for better generalization
Post-Processing: CRF, TTA, ensemble predictions, boundary smoothing morphological ops, component analysis
Backbones: Swin, DINOv2, MobileViT for rich context
Hybrid CNN-Transformer: Faster inference with high accuracy
TECH STACK:
Frameworks: MMSegmentation, Detectron2, custom PyTorch/TF Libraries
OPTIMIZATION & DEPLOYMENT:
TensorRT, OpenVINO, DeepStream
Flask/FastAPI for scalable inference pipelines
DOMAIN EXPERTISE:
R&D/Custom Models: Ensemble segmentation, novel head-backbone pairings, fusion pipelines
Retail/Fashion: Apparel parsing, accessory detection, virtual try-ons
Sports: Player segmentation, pose tracking, action-focused masking
Medical Imaging: Tumor/organs from CT/MRI; semi-supervised histopath slides; DICOM/NIfTI support
Satellite: Multiband segmentation, change detection, GeoTIFF/QGIS workflows
Linguagem de programação:
Python
•
SQL
•
Colab
•
MLflow
•
Amazon SageMaker
Frameworks:
Scikit-learn
•
DeepPy
•
Google ML Kit
•
SimpleCV
•
keras
Avaliações
2 avaliações deste Serviço
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L lale_sidi
Mauritânia
I would always recommend working with Hamza
US$ 100-US$ 200
$
2 dias
Tempo
Útil?Q qaynatt
Itália
Absolutely fantastic experience! Humza is clearly knowledgeable in his field and delivered exactly what I needed. I truly appreciated his honesty and professionalism throughout. Communication was clear and timely. Highly recommend, and I would definitely work with him again.
US$ 50
$
1 dia
Tempo
H 
Resposta do freelancer
Útil?
Avaliações
2 avaliações deste Serviço
| (2) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Classificação detalhada
- Nível de comunicação do freelancer
- Qualidade da entrega
- Valor da entrega
Ordenar por
Mais relevante
L lale_sidi
Mauritânia
I would always recommend working with Hamza
US$ 100-US$ 200
$
2 dias
Tempo
Útil?Q qaynatt
Itália
Absolutely fantastic experience! Humza is clearly knowledgeable in his field and delivered exactly what I needed. I truly appreciated his honesty and professionalism throughout. Communication was clear and timely. Highly recommend, and I would definitely work with him again.
US$ 50
$
1 dia
Tempo
H Resposta do freelancer
Útil?
